1.4k citations
- Masashi Sugiyama2 profiles6 · h 88
- Jun Sakuma2 profiles5 · h 23
- Kazuyoshi Yoshii2 profiles5 · h 31
- N. Yokoya5 · h 61
- Yoshiaki Bando2 profiles5 · h 17
- D. Hong3 · h 69
- Hidetoshi Shimodaira3 · h 23
- Junya Honda3
- Kouhei Sekiguchi2 profiles3 · h 11
- Mathieu Fontaine3 · h 9
- M. Otake-Matsuura3 · h 12
- Y. Nagai2 profiles3 · h 19
- Kyoto UniversityJP16 papers
- The University of TokyoJP16 papers
- University of TsukubaJP8 papers
- Tokyo Institute of TechnologyJP7 papers
- National Institute of Advanced Industrial Science and TechnologyJP5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE3 papers
- Institut polytechnique de GrenobleFR3 papers
- Japan Atomic Energy AgencyJP3 papers
- Kyoto College of Graduate Studies for InformaticsJP3 papers
- Kyushu UniversityJP3 papers
- Laboratoire Traitement et Communication de l’InformationFR3 papers
Showing 2021 · stat.MLShow all
2 papers · 2 filters
stat.ML2021
Subset-of-Data Variational Inference for Deep Gaussian-Processes Regression
Ayush Jain, P. K. Srijith, Mohammad Emtiyaz Khan
Deep Gaussian Processes (DGPs) are multi-layer, flexible extensions of Gaussian processes but their training remains challenging. Sparse approximations simplify the training but of…
stat.ML2021
Near-Optimal Regret Bounds for Contextual Combinatorial Semi-Bandits with Linear Payoff Functions
Kei Takemura, Shinji Ito, Daisuke Hatano +4
The contextual combinatorial semi-bandit problem with linear payoff functions is a decision-making problem in which a learner chooses a set of arms with the feature vectors in each…