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Yuejie Chi

Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference

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Feb 14, 2024
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Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices

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Feb 08, 2024
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Beyond Expectations: Learning with Stochastic Dominance Made Practical

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Feb 05, 2024
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Communication-Efficient Federated Optimization over Semi-Decentralized Networks

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Nov 30, 2023
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Federated Natural Policy Gradient Methods for Multi-task Reinforcement Learning

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Nov 01, 2023
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Escaping Saddle Points in Heterogeneous Federated Learning via Distributed SGD with Communication Compression

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Oct 29, 2023
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Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization

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Oct 09, 2023
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Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control

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Oct 08, 2023
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A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning

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Sep 18, 2023
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A Lightweight Transformer for Faster and Robust EBSD Data Collection

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Aug 18, 2023
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