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Home/Authors/Nghia Hoang

Nghia Hoang

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, 12:40 AM AMS

6

papers

45

total citations

papers (6)

Offline Model-Based Optimization via Policy-Guided Gradient Search

Incentives in Private Collaborative Machine Learning

NEURIPS 2023arXiv

Boosting Offline Optimizers with Surrogate Sensitivity

Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes

NEURIPS 2020arXiv

Learning Surrogates for Offline Black-Box Optimization via Gradient Matching

Repurposing Ensemble of Black-Box Models to New Task Domains