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Sitan Chen

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 9:33 AM AMS

9

papers

289

total citations

papers (9)

The probability flow ODE is provably fast

NEURIPS 2023arXiv

Learning Mixtures of Gaussians Using the DDPM Objective

NEURIPS 2023arXiv

Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks

NEURIPS 2022arXiv

Critical windows: non-asymptotic theory for feature emergence in diffusion models

Learning Structured Distributions From Untrusted Batches: Faster and Simpler

NEURIPS 2020arXiv

Learning (Very) Simple Generative Models Is Hard

NEURIPS 2022arXiv

Blink of an eye: a simple theory for feature localization in generative models

Efficiently Learning One Hidden Layer ReLU Networks From Queries

Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability