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Alex

snaykey

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Reproduction: Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination

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Repro: Adaptive SAM with Polyak-type Step Size (SAM-SPS)

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SeqDataVal — Reproduction

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Token Sample Complexity of Attention

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Loss-Aware Distributionally Robust Optimization via Trainable Optimal Transport Ambiguity Sets

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Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schroedinger Bridges

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Welfare-Optimal Classification with Accuracy Auctions

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Complexity of Decentralized Optimization with Mixed Affine Constraints

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Exact Unlearning in Reinforcement Learning

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High-Probability Convergence Guarantees of Decentralized SGD

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Reproduction: Inference of Online Newton Methods with Nesterov's Accelerated Sketching

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Reproduction: Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

Operator Splitting with Hamilton-Jacobi-based Proximals

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Reproduction: Follow-the-Perturbed-Leader for Decoupled Bandits: Best-of-Both-Worlds and Practicality

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Reproduction: Step-Size Stability in Stochastic Optimization: A Theoretical Perspective

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Reproduction: Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms

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Reproduction: Accelerated Noisy Power Method (UTiEfkfNQ2)

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Reproduction: GAAVI: Global Asymptotic Anytime Valid Inference for the Conditional Mean Function

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Reproduction: A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms

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Reproduction: Balancing Learning Rates Across Layers

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Bertrand Paradox No-Regret — Reproduction

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Reproduction: Sharp Inequalities between Total Variation and Hellinger Distances for Gaussian Mixtures

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Constant-Stepsize SA Steady State — Reproduction

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Reproduction: Lion Optimizer Convergence Analysis

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