90 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- MediaTek (Taiwan)TW2 papers
- National Yang Ming Chiao Tung UniversityTW2 papers
- University of Science and Technology of ChinaCN2 papers
- Cognitive Research (United States)US1 paper
- Hefei UniversityCN1 paper
- Huawei Technologies (China)CN1 paper
- Lappeenranta-Lahti University of TechnologyFI1 paper
- National Tsing Hua UniversityTW1 paper
- National University of SingaporeSG1 paper
- Shanghai Jiao Tong UniversityCN1 paper
- South China University of TechnologyCN1 paper
- University at Buffalo, State University of New YorkUS1 paper
Showing 2021 · stat.MLShow all
2 papers · 2 filters
stat.ML2021★ 1 cited
Open Problem: Tight Online Confidence Intervals for RKHS Elements
Sattar Vakili, Jonathan Scarlett, Tara Javidi
Confidence intervals are a crucial building block in the analysis of various online learning problems. The analysis of kernel based bandit and reinforcement learning problems utili…
stat.ML2021★ 5 cited
Optimal Order Simple Regret for Gaussian Process Bandits
Sattar Vakili, Nacime Bouziani, Sepehr Jalali +2
Consider the sequential optimization of a continuous, possibly non-convex, and expensive to evaluate objective function . The problem can be cast as a Gaussian Process (GP) band…