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Henry Lam

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, 4:04 AM AMS

5

papers

37

total citations

papers (5)

Learning from Sparse Offline Datasets via Conservative Density Estimation

Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks

NEURIPS 2023arXiv

Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization

NEURIPS 2022arXiv

Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework

NEURIPS 2023arXiv

Subsampled Ensemble Can Improve Generalization Tail Exponentially

NEURIPS 2025arXiv