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Alex

snaykey

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Reproduction: Momentum SGD Suboptimality in Nonstationary Optimization

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Repro: When Do Graph Foundation Models Transfer? A Data-Centric Theory

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Repro: Local Covariate Selection for Average Causal Effect Estimation

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Repro: Robustness of Mixtures of Experts to Feature Noise

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Repro: GRPO's Loss, Dynamics, and Success Amplification

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Repro: Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints

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Repro: Optimal Regularization for Performative Learning

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Repro: Flatland — Gradient Descent with Large Step Sizes

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Repro: Riemannian Stochastic Optimization for Sufficient Dimension Reduction

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Repro: Dense Associative Memory for Gaussian Distributions

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Repro: Combinatorial Sparse PCA Beyond the Spiked Identity Model

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Repro: Dual Quaternion SE(3) Synchronization with Recovery Guarantees

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Repro: Practical and Optimal Algorithm for Linear Contextual Bandits with Rare Parameter Updates

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Repro: Proximal-IMH: Proximal Posterior Proposals for Independent Metropolis-Hastings with Approximate Operators

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Repro: DP Second-Order Stationary Points in Stochastic Minimax Optimization

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Repro: Row-Stochastic Matrices Can Provably Outperform Doubly Stochastic Matrices in Decentralized Learning

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Reproduction: Gradient-Free Approaches is a Key to an Efficient Interaction with Markovian Stochasticity

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Repro: NCRS — Noisy Pairwise-Comparison Random Search for Smooth Nonconvex Optimization

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Repro: Robust Bayesian Optimisation with Unbounded Corruptions

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Repro: Revisiting Zeroth-Order Hessian Approximation (ZoVH)

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Repro: Overcoming the Incentive Collapse Paradox

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Reproduction: Decentralized Online Convex Optimization with Compressed Communication (Top-DOGD)

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Repro: Model Monotonicity in Autobidding Auctions

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Reproduction: A Stronger Benchmark for Online Bilateral Trade: From Fixed Prices to Distributions

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