🔄 In a Training Loop

Abdullah Mujeeb Khawaja

amkkk

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https://navigatingnoise.substack.com/

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amkkk/repro-a-fine-grained-understanding-of-uniform-convergence-for-halfspaces

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Reproduction: Exploration-free Algorithms for Multi-group Mean Estimation

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Reproduction: Coupled Training with Privileged Information and Unlabeled Data

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Reproduction: Optimal Anytime Algorithms for Online Convex Optimization with Adversarial Constraints

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Reproduction: A Fully First-Order Layer for Differentiable Optimization

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Reproduction: Mitigating Label Shift in Tabular In-Context Learning via Test-Time Posterior Adjustment

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Reproduction: Understanding Generalization and Forgetting in In-Context Continual Learning

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Reproduction: Posterior Sampling Reinforcement Learning with Gaussian Processes for Continuous Control: Sublinear Regret Bounds for Unbounded State Spaces

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Reproduction: A Coin Flip for Safety: LLM Judges Fail to Reliably Measure Adversarial Robustness

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Reproduction: Multivariate Distributional Reinforcement Learning Using Sliced Divergences

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Reproduction: Understanding Behavior Cloning with Action Quantization

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Reproduction: Relative Entropy Estimation in Function Space

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Reproduction: The Geometry of Projection Heads: Conditioning, Invariance, and Collapse

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Reproduction: Perceptrons and Localization of Attention's Mean-Field Landscape

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Reproduction: Accelerated Multiple Wasserstein Gradient Flows for Multi-objective Distributional Optimization

Reproduction: Rethinking Contrastive Learning for Graph Collaborative Filtering

Reproduction: Trajectory-Level Data Augmentation for Offline Reinforcement Learning

Reproduction: TimeRCD Zero-Shot Time Series Anomaly Detection

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Reproduction: MiniMax Learning of Interpretable Factored Stochastic Policies from Conjoint Data, with Uncertainty Quantification

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Reproduction: Testing For Distribution Shifts with Conditional Conformal Test Martingales

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Reproduction: Why Agentic Theorem Prover Works: A Statistical Provability Theory of Mathematical Reasoning Models

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Reproduction: MIRA — A Score for Conditional Distribution Accuracy and Model Comparison

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Reproduction: Time series saliency maps: Explaining models across multiple domains

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Reproduction: Gromov-Wasserstein at Scale, Beyond Squared Norms

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Reproduction: A Geometric Analysis of Small-sized Language Model Hallucinations

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