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Workshop/DGM4H | https://openreview.net/forum?id=kDbD2GkLfy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU | [
"Munib Mesinovic",
"Peter Watkinson",
"Tingting Zhu"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=c4p3ng0SCt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Uncovering the latent dynamics of whole-brain fMRI tasks with a sequential variational autoencoder | [
"Eloy Geenjaar",
"Donghyun Kim",
"Riyasat Ohib",
"Marlena Duda",
"Amrit Kashyap",
"Sergey M. Plis",
"Vince Calhoun"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=XUgIZQvxg4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI | [
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=VsJyA3dhLr | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Texture synthesis for realistic-looking virtual colonoscopy using mask-aware transformer | [
"Seunghyun Jang",
"Yisak Kim",
"Dongheon Lee",
"Chang Min Park"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=Uk6WMt9l9w | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | DDxT: Deep Generative Transformer Models for Differential Diagnosis | [
"Mohammad Mahmudul Alam",
"Edward Raff",
"Tim Oates",
"Cynthia Matuszek"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=Ujqjn2q9Gi | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping | [
"Will Thompson",
"David Michael Vidmar",
"Jessica Karina De Freitas",
"Gabriel Altay",
"Kabir Manghnani",
"Andrew Nelsen",
"Kellie Morland",
"John Pfeifer",
"Brandon Kenneth Fornwalt",
"RuiJun Chen",
"Martin Stumpe",
"Riccardo Miotto"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=UVF1AMBj9u | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | JoLT: Jointly Learned Representations of Language and Time-Series | [
"Yifu Cai",
"Mononito Goswami",
"Arjun Choudhry",
"Arvind Srinivasan",
"Artur Dubrawski"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=TynSiNAVc8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI | [
"Seunghoi Kim",
"Daniel C. Alexander",
"Ahmed Karam Eldaly",
"Matteo Figini",
"Henry F J Tregidgo"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=ThnI0oEeVG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | The Negative Impact of Denoising on Automated Classification of Electrocardiograms | [
"Federica Granese",
"Ahmad Fall",
"Alex Lence",
"Joe-Elie Salem",
"Jean-Daniel Zucker",
"Edi Prifti"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=SXw8DBKoRg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models | [
"Manuel Schürch",
"Xiang Li",
"Ahmed Allam",
"Giulia Hofer",
"Amina Mollaysa",
"Claudia Cavelti-Weder",
"Michael Krauthammer"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=RWNgcQuPzj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LC-SD: Realistic Endoscopic Image Generation with Limited Training Data | [
"Joanna Kaleta",
"Diego Dall'alba",
"Szymon Plotka",
"Przemyslaw Korzeniowski"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=RUxqqDRXu2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | DiffRNAFold: Generating RNA Tertiary Structures with Latent Space Diffusion | [
"Mihir Bafna",
"Vikranth Keerthipati",
"Subhash Chandra Kanaparthi",
"Ruochi Zhang"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=QAruOR4nUa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation | [
"Yuzhe Lu",
"Sungmin Hong",
"Yash Shah",
"Panpan Xu"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=Ntu8oGEV3S | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ECG Inpainting with denoising diffusion prior | [
"Lisa Bedin",
"Gabriel Cardoso",
"Remi Dubois",
"Eric Moulines"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=MGfj4n1V5Y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Investigating Causality Between Genotype And Clinical Phenotype In Neurological Disorders Using Structural Causal Model and Normalizing Flow | [
"Fanyang Yu",
"Rongguang Wang",
"Pratik Chaudhari",
"Christos Davatzikos"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=LK934TymQh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Transferring Movement Understanding for Parkinson’s Therapy by Generative Pre-Training | [
"Emily Napier",
"Gavia Gray",
"Tristan Loria",
"Veronica Vuong",
"Michael Thaut",
"Sageev Oore"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=HzuNJ0Nqvf | bestpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Protein Inpainting Co-Design with ProtFill | [
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=EJ7YNgWYFj | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers | [
"Hadi Abdine",
"Michail Chatzianastasis",
"Costas Bouyioukos",
"Michalis Vazirgiannis"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=Bfr0m4Ucl6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q A | [
"Andries Petrus Smit",
"Paul Duckworth",
"Nathan Grinsztajn",
"Kale-ab Tessera",
"Thomas D Barrett",
"Arnu Pretorius"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=BfHX0hKRSe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning | [
"Issey Sukeda",
"Masahiro Suzuki",
"Hiroki Sakaji",
"Satoshi Kodera"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=AGQYCBdKA5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generative models for wearables data | [
"Arinbjörn Kolbeinsson",
"Luca Foschini"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=9cHt8szDMj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Synthetic Data: Can We Trust Statistical Estimators? | [
"Alexander Decruyenaere",
"Heidelinde Dehaene",
"Paloma Rabaey",
"Christiaan Polet",
"Johan Decruyenaere",
"Stijn Vansteelandt",
"Thomas Demeester"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=5jpUvL64Av | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk | [
"Natalie R Davidson",
"Casey Greene"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=3tu9EnRoWl | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multi-V-Stain: Multiplexed Virtual Staining of Histopathology Whole-Slide Images | [
"Sonali Andani",
"Boqi Chen",
"Joanna Ficek-Pascual",
"Simon Heinke",
"Ruben Casanova",
"Bettina Sobottka",
"Bernd Bodenmiller",
"Viktor Koelzer",
"Gunnar Ratsch"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=1cUu0a4T5I | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Hierarchical Protein Representation for Interface Co-design with HICON | [
"Aous Khadhraoui",
"Daniel Nakhaee-Zadeh Gutierrez",
"Elizaveta Kozlova"
] | |
Workshop/DGM4H | https://openreview.net/forum?id=0aeDKGhlTo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model | [
"Gulshan Sharma",
"Abhinav Dhall",
"Ramanathan Subramanian"
] | |
Workshop/TRL | https://openreview.net/forum?id=zWzgulKtvw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Generating Data Augmentation Queries Using Large Language Models | [
"Christopher Buss",
"Jasmin Mousavi",
"Mikhail Tokarev",
"Arash Termehchy",
"David Maier",
"Stefan Lee"
] | |
Workshop/TRL | https://openreview.net/forum?id=uzVCoZSfly | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ReConTab: Regularized Contrastive Representation Learning for Tabular Data | [
"Suiyao Chen",
"Jing Wu",
"Naira Hovakimyan",
"Handong Yao"
] | |
Workshop/TRL | https://openreview.net/forum?id=s0rM4hWBUq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Augmentation for Context in Financial Numerical Reasoning over Textual and Tabular Data with Large-Scale Language Model | [
"Yechan Hwang",
"Jinsu Lim",
"Young-Jun Lee",
"Ho-Jin Choi"
] | |
Workshop/TRL | https://openreview.net/forum?id=rSuRu22bbN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TabContrast: A Local-Global Level Method for Tabular Contrastive Learning | [
"Hao Liu",
"Yixin Chen",
"Bradley Fritz",
"Christopher King"
] | |
Workshop/TRL | https://openreview.net/forum?id=pPAK4FIopM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Explaining Explainers: Necessity and Sufficiency in Tabular Data | [
"Prithwijit Chowdhury",
"Mohit Prabhushankar",
"Ghassan AlRegib"
] | |
Workshop/TRL | https://openreview.net/forum?id=lWBMNF7D8F | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent | [
"Sascha Marton",
"Stefan Lüdtke",
"Christian Bartelt",
"Heiner Stuckenschmidt"
] | |
Workshop/TRL | https://openreview.net/forum?id=kzR5Cj5blw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | InterpreTabNet: Enhancing Interpretability of Tabular Data Using Deep Generative Models and Large Language Models | [
"Jacob Yoke Hong Si",
"Michael Cooper",
"Wendy Yusi Cheng",
"Rahul Krishnan"
] | |
Workshop/TRL | https://openreview.net/forum?id=k5Mnd4pO7X | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On Incorporating new Variables during Evaluation | [
"Harsimran Bhasin",
"Soumyadeep Ghosh"
] | |
Workshop/TRL | https://openreview.net/forum?id=jSebr3OJA2 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data | [
"Andrei Margeloiu",
"Nikola Simidjievski",
"Pietro Lio",
"Mateja Jamnik"
] | |
Workshop/TRL | https://openreview.net/forum?id=ejfKPO9aw0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Unnormalized Density Estimation with Root Sobolev Norm Regularization | [
"Mark Kozdoba",
"Binyamin Perets",
"Shie Mannor"
] | |
Workshop/TRL | https://openreview.net/forum?id=dkeZPuFmIz | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Self-supervised Representation Learning from Random Data Projectors | [
"Yi Sui",
"Tongzi Wu",
"Jesse Cresswell",
"Ga Wu",
"George Stein",
"Xiao Shi Huang",
"Xiaochen Zhang",
"Maksims Volkovs"
] | |
Workshop/TRL | https://openreview.net/forum?id=dQLDxIPsU4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Tree-Regularized Tabular Embeddings | [
"Xuan Li",
"Yun Wang",
"Bo Li"
] | |
Workshop/TRL | https://openreview.net/forum?id=b4GEmjsHAB | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Deep Learning Blueprint for Relational Databases | [
"Lukáš Zahradník",
"Jan Neumann",
"Gustav Šír"
] | |
Workshop/TRL | https://openreview.net/forum?id=WXNmnmpRBJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Modeling string entries for tabular data prediction: do we need big large language models? | [
"Leo Grinsztajn",
"Myung Jun Kim",
"Edouard Oyallon",
"Gael Varoquaux"
] | |
Workshop/TRL | https://openreview.net/forum?id=VRBhaU8IDz | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | HyperFast: Instant Classification for Tabular Data | [
"David Bonet",
"Daniel Mas Montserrat",
"Xavier Giró-i-Nieto",
"Alexander Ioannidis"
] | |
Workshop/TRL | https://openreview.net/forum?id=TSkiaPP1sq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | NeuroDB: Efficient, Privacy-Preserving and Robust Query Answering with Neural Networks | [
"Sepanta Zeighami",
"Cyrus Shahabi"
] | |
Workshop/TRL | https://openreview.net/forum?id=R8VFPAfOcN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A DB-First approach to query factual information in LLMs | [
"Mohammed Saeed",
"Nicola De Cao",
"Paolo Papotti"
] | |
Workshop/TRL | https://openreview.net/forum?id=PxEY7pBb6F | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning | [
"Valeriia Cherepanova",
"Roman Levin",
"Gowthami Somepalli",
"Jonas Geiping",
"C. Bruss",
"Andrew Wilson",
"Tom Goldstein",
"Micah Goldblum"
] | |
Workshop/TRL | https://openreview.net/forum?id=JIrTIMI5Yd | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Introducing the Observatory Library for End-to-End Table Embedding Inference | [
"Tianji Cong",
"Zhenjie Sun",
"Paul Groth",
"H. Jagadish",
"Madelon Hulsebos"
] | |
Workshop/TRL | https://openreview.net/forum?id=IbiiNw4oRj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Scaling Experiments in Self-Supervised Cross-Table Representation Learning | [
"Maximilian Schambach",
"Dominique Paul",
"Johannes Otterbach"
] | |
Workshop/TRL | https://openreview.net/forum?id=HtdZSf1ObU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Benchmarking Tabular Representation Models in Transfer Learning Settings | [
"Qixuan Jin",
"Talip Ucar"
] | |
Workshop/TRL | https://openreview.net/forum?id=HK3MUPgFg4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fine-Tuning the Retrieval Mechanism for Tabular Deep Learning | [
"Felix den Breejen",
"Sangmin Bae",
"Stephen Cha",
"Tae-Young Kim",
"Seoung Hyun Koh",
"Se-Young Yun"
] | |
Workshop/TRL | https://openreview.net/forum?id=H0gENXL7F2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | In Defense of Zero Imputation for Tabular Deep Learning | [
"Mike Van Ness",
"Madeleine Udell"
] | |
Workshop/TRL | https://openreview.net/forum?id=EocsZtcA7P | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models | [
"Scott Yak",
"Yihe Dong",
"Javier Gonzalvo",
"Sercan Arik"
] | |
Workshop/TRL | https://openreview.net/forum?id=6Kb3pE9nWQ | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Pool-Search-Demonstrate: Improving Data-wrangling LLMs via better in-context examples | [
"Joon Suk Huh",
"Changho Shin",
"Elina Choi"
] | |
Workshop/TRL | https://openreview.net/forum?id=5sOZNkkKh3 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings | [
"Shuaichen Chang",
"Eric Fosler-Lussier"
] | |
Workshop/TRL | https://openreview.net/forum?id=4MkkNsAEmO | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TabPFGen – Tabular Data Generation with TabPFN | [
"Junwei Ma",
"Apoorv Dankar",
"George Stein",
"Guangwei Yu",
"Anthony Caterini"
] | |
Workshop/TRL | https://openreview.net/forum?id=3gBqMkELhZ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction | [
"You Wu",
"Omid Bazgir",
"Yongju Lee",
"Tommaso Biancalani",
"James Lu",
"Ehsan Hajiramezanali"
] | |
Workshop/OTML | https://openreview.net/forum?id=yLps2oiTu7 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Network Regression with Wasserstein Distances | [
"Alexander Zalles",
"Kai M. Hung",
"Ann E. Finneran",
"Lydia Beaudrot",
"Cesar Uribe"
] | |
Workshop/OTML | https://openreview.net/forum?id=rW8um73AQj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Entropic Gromov-Wasserstein Distances: Stability and Algorithms | [
"Gabriel Rioux",
"Ziv Goldfeld",
"Kengo Kato"
] | |
Workshop/OTML | https://openreview.net/forum?id=o8ZGNn9LpN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SpecTr++: Improved transport plans for speculative decoding of large language models | [
"Kwangjun Ahn",
"Ahmad Beirami",
"Ziteng Sun",
"Ananda Theertha Suresh"
] | |
Workshop/OTML | https://openreview.net/forum?id=mCNl1EMAfH | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Semi-discrete Gromov-Wasserstein distances: Existence of Gromov-Monge Maps and Statistical Theory | [
"Gabriel Rioux",
"Ziv Goldfeld",
"Kengo Kato"
] | |
Workshop/OTML | https://openreview.net/forum?id=fwXj1c6faX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Zero-shot Cross-task Preference Alignment for Offline RL via Optimal Transport | [
"Runze Liu",
"Yali Du",
"Fengshuo Bai",
"Jiafei Lyu",
"Xiu Li"
] | |
Workshop/OTML | https://openreview.net/forum?id=aJbyq2lmQc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Outlier-Robust Wasserstein DRO | [
"Sloan Nietert",
"Ziv Goldfeld",
"Soroosh Shafieezadeh-Abadeh"
] | |
Workshop/OTML | https://openreview.net/forum?id=ZbioTIO6y6 | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards a Statistical Theory of Learning to Learn In-context with Transformers | [
"Youssef Mroueh"
] | |
Workshop/OTML | https://openreview.net/forum?id=XWKy9bjNOA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Semidefinite Relaxations of the Gromov-Wasserstein Distance | [
"Junyu Chen",
"Binh Nguyen",
"Yong Sheng Soh"
] | |
Workshop/OTML | https://openreview.net/forum?id=ToLEG6EEaU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SyMOT-Flow: Learning optimal transport flow for two arbitrary distributions with maximum mean discrepancy | [
"Zhe Xiong",
"Qiaoqiao Ding",
"Xiaoqun Zhang"
] | |
Workshop/OTML | https://openreview.net/forum?id=RYPNAOWANk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Duality and Sample Complexity for the Gromov-Wasserstein Distance | [
"Zhengxin Zhang",
"Ziv Goldfeld",
"Youssef Mroueh",
"Bharath Sriperumbudur"
] | |
Workshop/OTML | https://openreview.net/forum?id=RXYURNZzfs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | PTLP: Partial Transport L^p Distances | [
"Xinran Liu",
"Yikun Bai",
"Huy Tran",
"Zhanqi Zhu",
"Matthew Thorpe",
"Soheil Kolouri"
] | |
Workshop/OTML | https://openreview.net/forum?id=PMGGrKTIii | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Causal Discovery via Monotone Triangular Transport Maps | [
"Sina Akbari",
"Luca Ganassali",
"Negar Kiyavash"
] | |
Workshop/OTML | https://openreview.net/forum?id=OyDMxFt35U | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Applications of Optimal Transport Distances in Unsupervised AutoML | [
"Prabhant Singh",
"Joaquin Vanschoren"
] | |
Workshop/OTML | https://openreview.net/forum?id=Ne4WjToIb6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Data-Conditional Diffusion Bridges | [
"Ella Tamir",
"Martin Trapp",
"Arno Solin"
] | |
Workshop/OTML | https://openreview.net/forum?id=MJ1qZBwHHI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Characterizing Out-of-Distribution Error via Optimal Transport | [
"Yuzhe Lu",
"Yilong Qin",
"Runtian Zhai",
"Andrew Shen",
"Ketong Chen",
"Zhenlin Wang",
"Soheil Kolouri",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara"
] | |
Workshop/OTML | https://openreview.net/forum?id=LXGhneskDs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A generative flow model for conditional sampling via optimal transport | [
"Jason Alfonso",
"Ricardo Baptista",
"Anupam Bhakta",
"Noam Gal",
"Alfin Hou",
"Vasilisa Lyubimova",
"Daniel Pocklington",
"Josef Sajonz",
"Giulio Trigila",
"Ryan Tsai"
] | |
Workshop/OTML | https://openreview.net/forum?id=Bd4DTPzOGO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On Schrödinger Bridge Matching and Expectation Maximization | [
"Rob Brekelmans",
"Kirill Neklyudov"
] | |
Workshop/OTML | https://openreview.net/forum?id=9xW9OgdJfs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Unsupervised Learning Permutations for TSP using Gumbel-Sinkhorn Operator | [
"Yimeng Min",
"Carla Gomes"
] | |
Workshop/OTML | https://openreview.net/forum?id=9P02CcVkGU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Adaptive Algorithms for Continuous-Time Transport: Homotopy-Driven Sampling and a New Interacting Particle System | [
"Aimee Maurais",
"Youssef Marzouk"
] | |
Workshop/OTML | https://openreview.net/forum?id=6Muz6c1wBc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fast and Accurate Cost-Scaling Algorithm for the Semi-Discrete Optimal Transport | [
"Pankaj Agarwal",
"Sharath Raghvendra",
"Pouyan Shirzadian",
"Keegan Yao"
] | |
Workshop/OTML | https://openreview.net/forum?id=1Yi0XQviNO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fourier-Based Bounds for Wasserstein Distances and Their Implications in Computational Inversion | [
"Wanli Hong",
"Vladimir A Kobzar",
"Kui Ren"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=sPtEDSVD4K | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Beyond Parameter Averaging in Model Aggregation | [
"Pol G. Recasens",
"Jordi Torres",
"Josep Lluis Berral",
"Søren Hauberg",
"Pablo Moreno-Muñoz"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=s7hquGszME | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization | [
"Liang Zhang",
"Kiran Koshy Thekumparampil",
"Sewoong Oh",
"Niao He"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=qwnOt7FFSD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | An Empirical Evaluation of Federated Contextual Bandit Algorithms | [
"Alekh Agarwal",
"Hugh McMahan",
"Zheng Xu"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=qQ2qXFu05s | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Parameter Averaging Laws for Multitask Language Models | [
"Woojin Chung",
"Hyowon Cho",
"James Thorne",
"Se-Young Yun"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=ozN92d7CHX | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR | [
"Sheikh Shams Azam",
"Martin Pelikan",
"Vitaly Feldman",
"Kunal Talwar",
"Jan Silovsky",
"Tatiana Likhomanenko"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=le0Emy9SqA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Consensus Optimization at Representation: Improving Personalized Federated Learning via Data-Centric Regularization | [
"Heng Zhu",
"Arya Mazumdar"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=ldN6QdyukS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Augmenting Federated Learning with Pretrained Transformers | [
"Xuechen Zhang",
"Mingchen Li",
"Xiangyu Chang",
"Jiasi Chen",
"Amit Roy-Chowdhury",
"Ananda Suresh",
"Samet Oymak"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=lcElZPvMFp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Exploring User-level Gradient Inversion with a Diffusion Prior | [
"Zhuohang Li",
"Andrew Lowy",
"Jing Liu",
"Toshiaki Koike-Akino",
"Bradley A. Malin",
"Kieran Parsons",
"Ye Wang"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=YqqWQP8POe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MARINA Meets Matrix Stepsizes: Variance Reduced Distributed Non-Convex Optimization | [
"Hanmin Li",
"Avetik Karagulyan",
"Peter Richtárik"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=XSfsvBoc8M | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Private and Personalized Histogram Estimation in a Federated Setting | [
"Amrith Setlur",
"Vitaly Feldman",
"Kunal Talwar"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=XJhL1XlefX | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data | [
"Wenda Chu",
"Chulin Xie",
"Boxin Wang",
"Linyi Li",
"Lang Yin",
"Arash Nourian",
"Han Zhao",
"Bo Li"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=WYLhRgBAFH | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | FedSoL: Bridging Global Alignment and Local Generality in Federated Learning | [
"Gihun Lee",
"Minchan Jeong",
"SangMook Kim",
"Jaehoon Oh",
"Se-Young Yun"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=TaDiklyVps | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards Building the FederatedGPT: Federated Instruction Tuning | [
"Jianyi Zhang",
"Saeed Vahidian",
"Martin Kuo",
"Chunyuan Li",
"Ruiyi Zhang",
"Tong Yu",
"Guoyin Wang",
"Yiran Chen"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=SvJx4a75QZ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TAMUNA: Doubly Accelerated Federated Learning with Local Training, Compression, and Partial Participation | [
"Laurent Condat",
"Ivan Agarský",
"Grigory Malinovsky",
"Peter Richtárik"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=PuYD0fh5aq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System | [
"Weizhao Jin",
"Yuhang Yao",
"Shanshan Han",
"Carlee Joe-Wong",
"Srivatsan Ravi",
"Salman Avestimehr",
"Chaoyang He"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=PmahoyE89G | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | LASER: Linear Compression in Wireless Distributed Optimization | [
"Ashok Vardhan Makkuva",
"Marco Bondaschi",
"Thijs Vogels",
"Martin Jaggi",
"Hyeji Kim",
"Michael Gastpar"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=Pj6BPHZy56 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MOFL/D: A Federated Multi-objective Learning Framework with Decomposition | [
"Maria Hartmann",
"Grégoire Danoy",
"Mohammed Alswaitti",
"Pascal Bouvry"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=OoEIUohfcp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning | [
"Georgios Papadopoulos",
"yash satsangi",
"Shaltiel Eloul",
"Marco Pistoia"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=LiSj1GRVhL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models | [
"Eros Fanì",
"Raffaello Camoriano",
"Barbara Caputo",
"Marco Ciccone"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=JmrHzzDiyI | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | One-shot Empirical Privacy Estimation for Federated Learning | [
"Galen Andrew",
"Peter Kairouz",
"Sewoong Oh",
"Alina Oprea",
"Hugh McMahan",
"Vinith Suriyakumar"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=HyRwexERAo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages | [
"Wanru Zhao",
"Yihong Chen",
"Royson Lee",
"Xinchi Qiu",
"Yan Gao",
"Hongxiang Fan",
"Nicholas Donald Lane"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=HiPe4SjZMs | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Optimizers for Local SGD | [
"Charles-Étienne Joseph",
"Benjamin Thérien",
"Abhinav Moudgil",
"Boris Knyazev",
"Eugene Belilovsky"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=FakNykU4PF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation | [
"Marco Bornstein",
"Amrit Bedi",
"Anit Kumar Sahu",
"Furqan Khan",
"Furong Huang"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=ESCL5T3EgV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | FDAPT: Federated Domain-adaptive Pre-training for Language Models | [
"Lekang Jiang",
"Filip Svoboda",
"Nicholas Donald Lane"
] | |
Workshop/Federated_Learning | https://openreview.net/forum?id=8zduZGpzZl | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Text-driven Prompt Generation for Vision-Language Models in Federated Learning | [
"Chen Qiu",
"Xingyu Li",
"Chaithanya Kumar Mummadi",
"Madan Ravi Ganesh",
"Zhenzhen Li",
"Lu Peng",
"Wan-Yi Lin"
] |
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