Jeremy Guntoro PRO

JG1310

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JG1310/repro-flatness-aware-stochastic-gradient-langevin-dynamics

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JG1310/repro-flatness-aware-stochastic-gradient-langevin-dynamics

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JG1310/repro-flatness-aware-stochastic-bundle

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JG1310 's Spaces 27

Reproduction: Flatness-Aware Stochastic Gradient Langevin Dynamics

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Reproduction: Deep sequence models tend to memorize geometrically; it is unclear why

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Reproduction: On the Theory of Continual Learning with Gradient Descent for Neural Networks

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Reproduction: Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic Factors

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Reproduction: Chebyshev Policies and the Mountain Car Problem: Reinforcement Learning for Low-Dimensional Control Tasks

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

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Reproduction: On the Coordination of Value-Maximizing Bidders

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Reproduction: Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function

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Reproduction: Operator Splitting with Hamilton-Jacobi-based Proximals

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Reproduction: Strategic Candidacy in Generative AI Arenas

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Reproduction: Quadratically Regularized Optimal Transport: Localization Bounds and Affine Case Analysis

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Reproduction: Stochastic Gradient Methods under Heavy-Tailed Noises in Weakly Convex Optimization

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Reproduction: Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming

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Reproduction: Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes

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Reproduction: Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds

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Reproduction: Online Conformal Prediction via Universal Portfolio Algorithms

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Reproduction: Compact Conformal Subgraphs

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Reproduction: Online Social Welfare Function-based Resource Allocation

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Reproduction: Improved Algorithms for Nash Welfare in Linear Bandits

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Reproduction: Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits

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Reproduction: Beyond First-order Asymptotics in Sequential Mean Testing

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Reproduction: Characterization of Gaussian Universality Breakdown in High-Dimensional Empirical Risk Minimization

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Reproduction: The Cost of Learning Under Multiple Change Points

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Reproduction: Incentivized Exploration with Stochastic Covariates: A Two-Stage Mechanism Design for Recommender System

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