Martin Jinye Zhang

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Machine Learning Systems

High Dimensions

Bandit Problems

Clustering Method

Top Venues

Publications

Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang
BanditPAM++: Faster k-medoids Clustering. CoRR (2023)
Mo Tiwari, Ryan Kang, Je-Yong Lee, Luke Lee, Chris Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang
Faster Maximum Inner Product Search in High Dimensions. CoRR (2022)
Tony Ginart, Martin Jinye Zhang, James Zou
MLDemon: Deployment Monitoring for Machine Learning Systems. AISTATS (2022)
Mo Tiwari, Ryan Kang, Je-Yong Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang
MABSplit: Faster Forest Training Using Multi-Armed Bandits. CoRR (2022)
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony
BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits. NeurIPS (2020)
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony
Bandit-PAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits. CoRR (2020)