conftrace_

Haoxuan Chen

4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) ❓ The Questioner

Conferences

ICLR (2) NIPS (2)

Top co-authors

Lexing Ying (4) Jose Blanchet (2) Yinuo Ren (2) Grant M. Rotskoff (2) Yiping Lu (2) Jianfeng Lu (1)

Keywords

minimax optimality (1) monte carlo simulation (1) nonparametric regression (1) variance reduction (1) diffusion model (1) control variate (1) sampling acceleration (1) parallel sampling (1) monte carlo (1) regression adjustment (1) sobolev function (1) sub-linear complexity (1) girsanov theorem (1)

Papers

How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework ICLR 2025 Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity NIPS 2024 When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality NIPS 2023 Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality ICLR 2022