Matthew S. Zhang

Massachusetts Institute of Technology

MIT CSAIL

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Inference & Quantization (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Oct 5, 2026

1w ago·also MIT CSAIL, Duke

Sharp dimensional analysis of midpoint methods for Langevin sampling

Deterministic midpoint methods for Langevin sampling can achieve superior sample complexity in high dimensions compared to their randomized counterparts.

Sinho Chewi, Jianfeng Lu, Matthew S. Zhang

Inference & Quantization Scientific Discovery & Drug Design Training Efficiency & Optimization

Matthew S. Zhang

Publication activitypapers/week, last 8 weeks

Research focus

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Matthew S. Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)