research
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03/19/2023
Provable Convergence of Variational Monte Carlo Methods
The Variational Monte Carlo (VMC) is a promising approach for computing ...
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12/06/2022
Uniform-in-Time Propagation of Chaos for Mean Field Langevin Dynamics
We study the uniform-in-time propagation of chaos for mean field Langevi...
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11/24/2022
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption
Fully homomorphic encryption (FHE) protects data privacy in cloud comput...
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09/23/2022
Unified Algorithms for RL with Decision-Estimation Coefficients: No-Regret, PAC, and Reward-Free Learning
Finding unified complexity measures and algorithms for sample-efficient ...
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12/15/2020
