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Corruption-Tolerant Asynchronous Q-Learning with Near-Optimal Rates
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Nate Mauer PRO
ParetoOptimal
AI & ML interests
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Recent Activity
updated a Space about 1 hour ago
ParetoOptimal/repro-l5zjv73k7x published a Space about 1 hour ago
ParetoOptimal/repro-l5zjv73k7x updated a Space about 13 hours ago
ParetoOptimal/repro-rkvseuwbj0Organizations
Running
Posterior Sampling Reinforcement Learning with Gaussian Processes for Continuous Control: Sublinear Regret Bounds for Unbounded State Spaces
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Incentivized Exploration with Stochastic Covariates: A Two-Stage Mechanism Design for Recommender System
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Finite-time Convergence Analysis of Actor-Critic with Evolving Reward
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Running
Causal Matrix Completion under Multiple Treatments via Mixed Synthetic Nearest Neighbors
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Running
FairRARI: A Plug and Play Framework for Fairness-Aware PageRank
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A Tight Theory of Error Feedback Algorithms in Distributed Optimization
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A Direct Second-Order Method for Solving Two-Player Zero-Sum Games
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A Theoretical Framework for Statistical Evaluability of Generative Models
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Tight Stability Bounds for Robust Distributed Learning: Byzantine Failures Hurt Generalization More than Data Poisoning
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Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective
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Theoretical Challenges in Learning for Branch-and-Cut
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Row-Stochastic Matrices Can Provably Outperform Doubly Stochastic Matrices in Decentralized Learning
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Solving Imperfect-Recall Games via Sum-of-Squares Optimization
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Running
Flat Minima and Generalization: Insights from Stochastic Convex Optimization
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Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad
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Running
Learning in Structured Stackelberg Games
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Running
Attention's forward pass and Frank-Wolfe
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Rotary Position Encodings for Graphs
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Approximate Proportionality in Online Fair Division
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Lower Bounds for Frank-Wolfe on Strongly Convex Sets
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Running
Reproducing PonderLM-2 (ICML 2026)
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Reproducing Is the Last Layer Sufficient for Uncertainty Quantification?
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Reproducing AdaSplash-2: Faster Differentiable Sparse Attention
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