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Workshop/OPT | https://openreview.net/forum?id=kyQq0vIUBw | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Escaping mediocrity: how two-layer networks learn hard generalized linear models | [
"Luca Arnaboldi",
"Florent Krzakala",
"Bruno Loureiro",
"Ludovic Stephan"
] | |
Workshop/OPT | https://openreview.net/forum?id=kwB8Y9gH3w | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | The Expressive Power of Low-Rank Adaptation | [
"Yuchen Zeng",
"Kangwook Lee"
] | |
Workshop/OPT | https://openreview.net/forum?id=kmHThRorxE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | FaDE: Fast DARTS Estimator on Hierarchical NAS Spaces | [
"Simon Neumeyer",
"Julian Stier",
"Michael Granitzer"
] | |
Workshop/OPT | https://openreview.net/forum?id=jp4k4DaSmx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Nesterov Meets Robust Multitask Learning Twice | [
"Yifan Kang",
"Kai Liu"
] | |
Workshop/OPT | https://openreview.net/forum?id=iqLUnznmxC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Why Adam Outperforms Gradient Descent on Language Models: A Heavy-Tailed Class Imbalance Problem | [
"Robin Yadav",
"Frederik Kunstner",
"Mark Schmidt",
"Alberto Bietti"
] | |
Workshop/OPT | https://openreview.net/forum?id=i4DdovwRbV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Level Set Teleportation: the Good, the Bad, and the Ugly | [
"Aaron Mishkin",
"Alberto Bietti",
"Robert M. Gower"
] | |
Workshop/OPT | https://openreview.net/forum?id=fW282YCkCh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Average-Constrained Policy Optimization | [
"Akhil Agnihotri",
"Rahul Jain",
"Haipeng Luo"
] | |
Workshop/OPT | https://openreview.net/forum?id=exgeMa9fB5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A novel analysis of gradient descent under directional smoothness | [
"Aaron Mishkin",
"Ahmed Khaled",
"Aaron Defazio",
"Robert M. Gower"
] | |
Workshop/OPT | https://openreview.net/forum?id=dJBqZo33JE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Regret Bounds for Optimistic Follow The Leader: Applications in Portfolio Selection and Linear Regression | [
"Sudeep Raja Putta",
"Shipra Agrawal"
] | |
Workshop/OPT | https://openreview.net/forum?id=cuqeVDhzSA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Bandit-Driven Batch Selection for Robust Learning under Label Noise | [
"Michal Lisicki",
"Mihai Nica",
"Graham W. Taylor"
] | |
Workshop/OPT | https://openreview.net/forum?id=c838OfxQwF | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Practical Principled Policy Optimization for Finite MDPs | [
"Michael Lu",
"Matin Aghaei",
"Anant Raj",
"Sharan Vaswani"
] | |
Workshop/OPT | https://openreview.net/forum?id=Zkebo3rb2I | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Non-Uniform Sampling and Adaptive Optimizers in Deep Learning | [
"Thibault Lahire"
] | |
Workshop/OPT | https://openreview.net/forum?id=ZLvIIkT1Fp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Large-scale Non-convex Stochastic Constrained Distributionally Robust Optimization | [
"Qi Zhang",
"Yi Zhou",
"Ashley Prater-Bennette",
"Lixin Shen",
"Shaofeng Zou"
] | |
Workshop/OPT | https://openreview.net/forum?id=Y02MmhKEhu | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Information-Theoretic Trust Regions for Stochastic Gradient-Based Optimization | [
"Philipp Dahlinger",
"Philipp Becker",
"Maximilian Hüttenrauch",
"Gerhard Neumann"
] | |
Workshop/OPT | https://openreview.net/forum?id=XdeRrDmv1h | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Decentralized Learning Dynamics in the Gossip Model | [
"John Lazarsfeld",
"Dan Alistarh"
] | |
Workshop/OPT | https://openreview.net/forum?id=XW56zLleWK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Almost multisecant BFGS quasi-Newton method | [
"Mokhwa Lee",
"Yifan Sun"
] | |
Workshop/OPT | https://openreview.net/forum?id=XTJU5FPGRm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | From 6235149080811616882909238708 to 29: Vanilla Thompson Sampling Revisited | [
"Bingshan Hu",
"Tianyue H. Zhang"
] | |
Workshop/OPT | https://openreview.net/forum?id=UfvQbl7Kpx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MSL: An Adaptive Momentem-based Stochastic Line-search Framework | [
"Chen Fan",
"Sharan Vaswani",
"Christos Thrampoulidis",
"Mark Schmidt"
] | |
Workshop/OPT | https://openreview.net/forum?id=SglsQzOYyw | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Dueling Optimization with a Monotone Adversary | [
"Avrim Blum",
"Meghal Gupta",
"Gene Li",
"Naren Sarayu Manoj",
"Aadirupa Saha",
"Yuanyuan Yang"
] | |
Workshop/OPT | https://openreview.net/forum?id=Q654vHyanN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Noise-adaptive (Accelerated) Stochastic Heavy-Ball Momentum | [
"Anh Quang Dang",
"Reza Babanezhad Harikandeh",
"Sharan Vaswani"
] | |
Workshop/OPT | https://openreview.net/forum?id=PDxpsZmyrr | 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/OPT | https://openreview.net/forum?id=P4j4l45NUq | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | High-Dimensional Unbiased Prediction for Sequential Decision Making | [
"Georgy Noarov",
"Ramya Ramalingam",
"Aaron Roth",
"Stephan Xie"
] | |
Workshop/OPT | https://openreview.net/forum?id=OnJa9N4VwY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On the Convergence of Local SGD Under Third-Order Smoothness and Hessian Similarity | [
"Ali Zindari",
"Ruichen Luo",
"Sebastian U Stich"
] | |
Workshop/OPT | https://openreview.net/forum?id=NMUCBSfNxy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Adam through a Second-Order Lens | [
"Ross M Clarke",
"Baiyu Su",
"José Miguel Hernández-Lobato"
] | |
Workshop/OPT | https://openreview.net/forum?id=KiQ8PhDzIU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Exploring Modern Evolution Strategies in Portfolio Optimization | [
"Ramin Hasani",
"Etan A Ehsanfar",
"Greg A Banis",
"Rusty Bealer",
"Amir Soroush Ahmadi"
] | |
Workshop/OPT | https://openreview.net/forum?id=JprHZqWE4M | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Federated Learning with Convex Global and Local Constraints | [
"Chuan He",
"Le Peng",
"Ju Sun"
] | |
Workshop/OPT | https://openreview.net/forum?id=JmihRHpCU5 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Structured Inverse-Free Natural Gradient: Memory-Efficient Numerically-Stable KFAC for Large Neural Nets | [
"Wu Lin",
"Felix Dangel",
"Runa Eschenhagen",
"Kirill Neklyudov",
"Agustinus Kristiadi",
"Richard E. Turner",
"Alireza Makhzani"
] | |
Workshop/OPT | https://openreview.net/forum?id=Ins2PbraMw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Online Covariance Matrix Estimation in Stochastic Inexact Newton Methods | [
"Wei Kuang",
"Sen Na",
"Mihai Anitescu"
] | |
Workshop/OPT | https://openreview.net/forum?id=HlZVPI4O4x | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization | [
"Sina Baharlouei",
"Shivam Patel",
"Meisam Razaviyayn"
] | |
Workshop/OPT | https://openreview.net/forum?id=FFRV3WCVJ3 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | (Un)certainty selection methods for Active Learning on Label Distributions | [
"James Spann",
"Pratik Sanjay Bongale",
"Christopher M Homan"
] | |
Workshop/OPT | https://openreview.net/forum?id=EoJqVH7K96 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SGD batch saturation for training wide neural networks | [
"Chaoyue Liu",
"Dmitriy Drusvyatskiy",
"Mikhail Belkin",
"Damek Davis",
"Yian Ma"
] | |
Workshop/OPT | https://openreview.net/forum?id=EUshjvvMcj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches | [
"Michal Derezinski"
] | |
Workshop/OPT | https://openreview.net/forum?id=EOfNadpUYP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Enhancing the Misreport Network for Optimal Auction Design | [
"Haiying Wu",
"shuyuan you",
"Zhiqiang Zhuang",
"Kewen Wang",
"Zhe Wang"
] | |
Workshop/OPT | https://openreview.net/forum?id=CSt6nJFlBn | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization | [
"Guy Kornowski",
"Ohad Shamir"
] | |
Workshop/OPT | https://openreview.net/forum?id=BDv9GkWG1E | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Fair Representation in Submodular Subset Selection: A Pareto Optimization Approach | [
"Adriano Fazzone",
"Yanhao Wang",
"Francesco Bonchi"
] | |
Workshop/OPT | https://openreview.net/forum?id=AyzhPfICBX | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | New Horizons in Parameter Regularization: A Constraint Approach | [
"Jörg K.H. Franke",
"Michael Hefenbrock",
"Gregor Koehler",
"Frank Hutter"
] | |
Workshop/OPT | https://openreview.net/forum?id=Aw8GuIevIa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Continually Adapting Optimizers Improve Meta-Generalization | [
"Wenyi Wang",
"Louis Kirsch",
"Francesco Faccio",
"Mingchen Zhuge",
"Jürgen Schmidhuber"
] | |
Workshop/OPT | https://openreview.net/forum?id=AtzAqJQpan | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Surrogate Minimization: An Optimization Algorithm for Training Large Neural Networks with Model Parallelism | [
"Reza Asad",
"Reza Babanezhad Harikandeh",
"Issam H. Laradji",
"Nicolas Le Roux",
"Sharan Vaswani"
] | |
Workshop/OPT | https://openreview.net/forum?id=A05nWKTZAL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Pruning Neural Networks with Velocity-Constrained Optimization | [
"Donghyun Oh",
"Jinseok Chung",
"Namhoon Lee"
] | |
Workshop/OPT | https://openreview.net/forum?id=9lm3FzJPpY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Feature Selection in Generalized Linear models via the Lasso: To Scale or Not to Scale? | [
"Anant Mathur",
"Sarat Babu Moka",
"Zdravko Botev"
] | |
Workshop/OPT | https://openreview.net/forum?id=9LSbN0sHwv | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | DIRECT Optimisation with Bayesian Insights: Assessing Reliability Under Fixed Computational Budgets | [
"Fu Wang",
"Zeyu Fu",
"Xiaowei Huang",
"Wenjie Ruan"
] | |
Workshop/OPT | https://openreview.net/forum?id=8vggUWDeLF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Understanding the Role of Optimization in Double Descent | [
"Chris Yuhao Liu",
"Jeffrey Flanigan"
] | |
Workshop/OPT | https://openreview.net/forum?id=7Ie3aoqJg1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Variance Reduced Model Based Methods: New rates and adaptive step sizes | [
"Robert M. Gower",
"Frederik Kunstner",
"Mark Schmidt"
] | |
Workshop/OPT | https://openreview.net/forum?id=6tFGOXyykI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On the convergence of warped proximal iterations for solving nonmonotone inclusions and applications | [
"Dimitri Papadimitriou",
"Bang Công Vu"
] | |
Workshop/OPT | https://openreview.net/forum?id=6l7UCftiMx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On the Synergy Between Label Noise and Learning Rate Annealing in Neural Network Training | [
"Stanley Wei",
"Tongzheng Ren",
"Simon Shaolei Du"
] | |
Workshop/OPT | https://openreview.net/forum?id=5yGwzxRVcg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Contrastive Predict-and-Search for Mixed Integer Linear Programs | [
"Taoan Huang",
"Aaron M Ferber",
"Arman Zharmagambetov",
"Yuandong Tian",
"Bistra Dilkina"
] | |
Workshop/OPT | https://openreview.net/forum?id=5WNCD8fXUb | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Riemannian Optimization for Euclidean Distance Geometry | [
"Chandler Mack Smith",
"Samuel P. Lichtenberg",
"HanQin Cai",
"Abiy Tasissa"
] | |
Workshop/OPT | https://openreview.net/forum?id=5J6SGZk69Y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | GUC: Unsupervised non-parametric Global Clustering and Anomaly Detection | [
"Chris Solomou"
] | |
Workshop/OPT | https://openreview.net/forum?id=5HbXROFu3p | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Testing Approximate Stationarity Concepts for Piecewise Affine Functions and Extensions | [
"Lai Tian",
"Anthony Man-Cho So"
] | |
Workshop/OPT | https://openreview.net/forum?id=4jEOdGqVC0 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multi-head CLIP: Improving CLIP with Diverse Representations and Flat Minima | [
"Mo Zhou",
"Xiong Zhou",
"Li Erran Li",
"Stefano Ermon",
"Rong Ge"
] | |
Workshop/OPT | https://openreview.net/forum?id=271xvdLOMV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | On Optimization Formulations of Finite Horizon MDPs | [
"Rajat Vadiraj Dwaraknath",
"Lexing Ying"
] | |
Workshop/OPT | https://openreview.net/forum?id=22cDNOtFGV | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation | [
"Eric Zelikman",
"Eliana Lorch",
"Lester Mackey",
"Adam Tauman Kalai"
] | |
Workshop/OPT | https://openreview.net/forum?id=0t1sHkPS06 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Multiobjective Program Through Online Learning | [
"Chaosheng Dong",
"Yijia Wang",
"Bo Zeng"
] | |
Workshop/CRL | https://openreview.net/forum?id=yzKb3uFiir | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Object Motion and Appearance Dynamics with Object-Centric Representations | [
"Yeon-Ji Song",
"Hyunseo Kim",
"Suhyung Choi",
"Jin-Hwa Kim",
"Byoung-Tak Zhang"
] | |
Workshop/CRL | https://openreview.net/forum?id=xOgWq35OH1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | What's your Use Case? A Taxonomy of Causal Evaluations of Post-hoc Interpretability | [
"David Reber",
"Cristina Garbacea",
"Victor Veitch"
] | |
Workshop/CRL | https://openreview.net/forum?id=x9XRiwXNnm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data | [
"Yuqin Yang",
"Saber Salehkaleybar",
"Negar Kiyavash"
] | |
Workshop/CRL | https://openreview.net/forum?id=m9s6rnYWqm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention | [
"Yi-Fu Wu",
"Klaus Greff",
"Gamaleldin Fathy Elsayed",
"Michael Curtis Mozer",
"Thomas Kipf",
"Sjoerd van Steenkiste"
] | |
Workshop/CRL | https://openreview.net/forum?id=kbXmvuk2Mc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Triangular Monotonic Generative Models Can Perform Causal Discovery | [
"Quanhan Xi",
"Sebastian Gonzalez",
"Benjamin Bloem-Reddy"
] | |
Workshop/CRL | https://openreview.net/forum?id=gNMANHvjO1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Towards representation learning for general weighting problems in causal inference | [
"Oscar Clivio",
"Avi Feller",
"Christopher C. Holmes"
] | |
Workshop/CRL | https://openreview.net/forum?id=fpSpF1Wjek | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Exploiting Causal Representations in Reinforcement Learning: A Posterior Sampling Approach | [
"Mirco Mutti",
"Riccardo De Santi",
"Marcello Restelli",
"Alexander Marx",
"Giorgia Ramponi"
] | |
Workshop/CRL | https://openreview.net/forum?id=fkoqMdTlEg | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Identifying Effects of Disease on Single-Cells with Domain-Invariant Generative Modeling | [
"Abdul Moeed",
"Martin Rohbeck",
"Kai Ueltzhoeffer",
"Pavlo Lutsik",
"Oliver Stegle",
"Marc Jan Bonder"
] | |
Workshop/CRL | https://openreview.net/forum?id=aCiFCj4rEA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Endogenous Representation in Reinforcement Learning via Advantage Estimation | [
"Hsiao-Ru Pan",
"Bernhard Schölkopf"
] | |
Workshop/CRL | https://openreview.net/forum?id=Zs3C7zytfp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Causal Regressions For Unstructured Data | [
"Amandeep Singh",
"Bolong Zheng"
] | |
Workshop/CRL | https://openreview.net/forum?id=YQt6emXCYR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Expediting Reinforcement Learning by Incorporating Temporal Causal Information | [
"Jan Corazza",
"Hadi Partovi Aria",
"Daniel Neider",
"Zhe Xu"
] | |
Workshop/CRL | https://openreview.net/forum?id=XwAT4LSaXe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | DISK: Domain Inference for Discovering Spurious Correlation with KL-Divergence | [
"Yujin Han",
"Difan Zou"
] | |
Workshop/CRL | https://openreview.net/forum?id=VJjTq7QmRv | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification | [
"Kwangje Baeg",
"Hyeopwoo Lee",
"Yeomin Yoon",
"Jongmo Kim"
] | |
Workshop/CRL | https://openreview.net/forum?id=TIIufkRcYh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Hierarchical Causal Representation Learning | [
"Angelos Nalmpantis",
"Phillip Lippe",
"Sara Magliacane"
] | |
Workshop/CRL | https://openreview.net/forum?id=RS3ulfWvbo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Unfairness Detection within Power Systems through Transfer Counterfactual Learning | [
"Song Wei",
"Xiangrui Kong",
"Sarah Ann Huestis-Mitchell",
"Yao Xie",
"Shixiang Zhu",
"Alinson Santos Xavier",
"Feng Qiu"
] | |
Workshop/CRL | https://openreview.net/forum?id=O9jfSs82XU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Cells2Vec: Bridging the gap between experiments and simulations using causal representation learning | [
"Dhruva Rajwade",
"Atiyeh Ahmadi",
"Brian Paul Ingalls"
] | |
Workshop/CRL | https://openreview.net/forum?id=MytNJ6lXAV | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Score-based Causal Representation Learning from Interventions: Nonparametric Identifiability | [
"Burak Varici",
"Emre Acartürk",
"Karthikeyan Shanmugam",
"Ali Tajer"
] | |
Workshop/CRL | https://openreview.net/forum?id=JoISqbH8vl | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations | [
"Cian Eastwood",
"Julius von Kügelgen",
"Linus Ericsson",
"Diane Bouchacourt",
"Pascal Vincent",
"Mark Ibrahim",
"Bernhard Schölkopf"
] | |
Workshop/CRL | https://openreview.net/forum?id=HAymeESPKo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Object-Centric Semantic Vector Quantization | [
"Yi-Fu Wu",
"Minseung Lee",
"Sungjin Ahn"
] | |
Workshop/CRL | https://openreview.net/forum?id=FVq8SSco3q | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Reward-Relevance-Filtered Linear Offline Reinforcement Learning | [
"Angela Zhou"
] | |
Workshop/CRL | https://openreview.net/forum?id=FNlfCBZ1tD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Putting Causal Identification to the Test: Falsification using Multi-Environment Data | [
"Rickard Karlsson",
"Ștefan Creastă",
"JH Krijthe"
] | |
Workshop/CRL | https://openreview.net/forum?id=E8IhOxNREv | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Multi-View Causal Representation Learning with Partial Observability | [
"Dingling Yao",
"Danru Xu",
"Sebastien Lachapelle",
"Sara Magliacane",
"Perouz Taslakian",
"Georg Martius",
"Julius von Kügelgen",
"Francesco Locatello"
] | |
Workshop/CRL | https://openreview.net/forum?id=DyitJM9vAE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Invariance Causal Representation Learning: Prospects and Limitations | [
"Simon Bing",
"Jonas Wahl",
"Urmi Ninad",
"Jakob Runge"
] | |
Workshop/CRL | https://openreview.net/forum?id=BQpfwa0NNJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Curvature and Causal Inference in Network Data | [
"Amirhossein Farzam",
"Allen Tannenbaum",
"Guillermo Sapiro"
] | |
Workshop/CRL | https://openreview.net/forum?id=8btzvHmSfU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning to ignore: Single Source Domain Generalization via Oracle Regularization | [
"Dong Kyu Cho",
"Sanghack Lee"
] | |
Workshop/CRL | https://openreview.net/forum?id=6vmxURfudf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Instance-Dependent Partial Label Learning with Identifiable Causal Representations | [
"Yizhi Wang",
"Weijia Zhang",
"Min-Ling Zhang"
] | |
Workshop/CRL | https://openreview.net/forum?id=6YIX9sc7Xt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Causal Markov Blanket Representation Learning for Out-of-distribution Generalization | [
"Naiyu Yin",
"Hanjing Wang",
"Tian Gao",
"Amit Dhurandhar",
"Qiang Ji"
] | |
Workshop/CRL | https://openreview.net/forum?id=31aOhyoQRI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Causally-Aware Representations of Multi-Agent Interactions | [
"Yuejiang Liu",
"Ahmad Rahimi",
"Po-Chien Luan",
"Frano Rajič",
"Alexandre Alahi"
] | |
Workshop/CRL | https://openreview.net/forum?id=0man1UezvH | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Macro Variables with Auto-encoders | [
"Dhanya Sridhar",
"Eric Elmoznino",
"Maitreyi Swaroop"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=vibHb75kYq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Augmenting Large Language Models with Symbolic Rule Learning for Robust Numerical Reasoning | [
"Hadeel Al-Negheimish",
"Pranava Madhyastha",
"Alessandra Russo"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=tEUJiua8ir | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | What Algorithms can Transformers Learn? A Study in Length Generalization | [
"Hattie Zhou",
"Arwen Bradley",
"Etai Littwin",
"Noam Razin",
"Omid Saremi",
"Joshua Susskind",
"Samy Bengio",
"Preetum Nakkiran"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=sSgdyY0YJR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Temperature-scaled large language models for Lean proofstep prediction | [
"Fabian Gloeckle",
"Baptiste Roziere",
"Amaury Hayat",
"Gabriel Synnaeve"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=oX1ANuWuIn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Can We Count on Deep Learning: Exploring and Characterizing Combinatorial Structures Using Machine Learning | [
"Helen Jenne",
"Herman Chau",
"Davis Brown",
"Jackson Warley",
"Timothy Doster",
"Henry Kvinge"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=loDIYsNLbw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | CHAMP: A Competition-Level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities | [
"Yujun Mao",
"Yoon Kim",
"Yilun Zhou"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=j3mujdoAob | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | AI for Mathematics: A Cognitive Science Perspective | [
"Cedegao Zhang",
"Katherine Collins",
"Adrian Weller",
"Joshua Tenenbaum"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=itphvM79Fx | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | A Language-Agent Approach to Formal Theorem-Proving | [
"Amitayush Thakur",
"Yeming Wen",
"Swarat Chaudhuri"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=gUJLxVpWi2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | ToolDec: Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding | [
"Hongqiao Chen",
"Kexun Zhang",
"Lei Li",
"William Yang Wang"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=btQ7Bt1NLF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Teaching small transformers to rewrite ZX diagrams | [
"Francois Charton",
"Alexandre Krajenbrink",
"Konstantinos Meichanetzidis",
"Richie Yeung"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=WgaVCqZeIU | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Magnushammer: A Transformer-Based Approach to Premise Selection | [
"Maciej Mikuła",
"Szymon Antoniak",
"Szymon Tworkowski",
"Bartosz Piotrowski",
"Albert Jiang",
"Jin Peng Zhou",
"Christian Szegedy",
"Łukasz Kuciński",
"Piotr Miłoś",
"Yuhuai Wu"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=WWDsbsgyhS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | SIRD: Symbolic Integration Rules Dataset | [
"Vaibhav Sharma",
"abhinav nagpal",
"Muhammed Fatih Balin"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=VlUAcTr881 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning | [
"Zhenwen Liang",
"Dian Yu",
"Xiaoman Pan",
"Wenlin Yao",
"Qingkai Zeng",
"Xiangliang Zhang",
"Dong Yu"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=Rf9bHUBJUR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | [
"Raja Sekhar Reddy Mekala",
"Yasaman Razeghi",
"Sameer Singh"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=ROOVUBZp8v | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | TinyGSM: achieving 80 | [
"Bingbin Liu",
"Sebastien Bubeck",
"Ronen Eldan",
"Janardhan Kulkarni",
"Yuanzhi Li",
"Anh Nguyen",
"Rachel Ward",
"Yi Zhang"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=RCiRtdERCW | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Basic Arithmetic Properties in the Space of Language Model Prompts | [
"Mateusz Krubiński"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=NxHl2SPhyT | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Lemur: Integrating Large Language Models in Automated Program Verification | [
"Haoze Wu",
"Clark Barrett",
"Nina Narodytska"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=Ni1KnzY5KN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Learning Multi-Step Reasoning by Solving Arithmetic Tasks | [
"Tianduo Wang",
"Wei Lu"
] | |
Workshop/MATH-AI | https://openreview.net/forum?id=NdSGKZvX3z | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | NaT | Continual Learning and Out of Distribution Generalization in a Systematic Reasoning Task | [
"Mustafa Abdool",
"Andrew Nam",
"James McClelland"
] |
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