conftrace_

Ha Manh Bui

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge

Conferences

AISTATS (2) ICML (1)

Top co-authors

Anqi Liu (3) Enrique Mallada (1)

Keywords

density estimation (1) deep regression (1) distribution shift (1) ensemble method (1) uncertainty estimation (1) deep ensemble (1) distance-aware learning (1) density regression (1) single forward pass (1)

Papers

Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits AISTATS 2025 Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024 Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts ICML 2024