Ambrus Tamás

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

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (7)

Conferences

AISTATS (2) JMLR (1)

Top co-authors

Szabolcs Szentpéteri (2) Balázs Csáji (2) Balázs Csanád Csáji (1)

Keywords

reproducing kernel hilbert space (1) recursive estimation (1) kernel mean embedding (1) heavy-tailed distribution (1) confidence interval (1) subgaussian bound (1) conditional kernel mean (1) bochner space (1) weak strong consistency (1)

Papers

Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits AISTATS 2025

Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions AISTATS 2024

Recursive Estimation of Conditional Kernel Mean Embeddings JMLR 2024