Block-wise map inference for determinantal point processes with application to change-point detection. - Martin J. Zhang; Zhijian Ou (SSP, 2016)

NeuralFDR: Learning Discovery Thresholds from Hypothesis Features. - Fei Xia 002; Martin J. Zhang; James Y. Zou; David Tse (NIPS, 2017)

Contrastive Principal Component Analysis. - Abubakar Abid; Vivek Kumar Bagaria; Martin J. Zhang; James Y. Zou (CoRR, 2017)

Medoids in Almost-Linear Time via Multi-Armed Bandits. - Vivek Kumar Bagaria; Govinda M. Kamath; Vasilis Ntranos; Martin J. Zhang; David Tse (AISTATS, 2018)

Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits. - Martin J. Zhang; James Zou 001; David Tse (ICML, 2019)

AdaFDR: A Fast, Powerful and Covariate-Adaptive Approach to Multiple Hypothesis Testing. - Martin J. Zhang; Fei Xia 002; James Zou 001 (RECOMB, 2019)

BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits. - Mo Tiwari; Martin Jinye Zhang; James Mayclin; Sebastian Thrun; Chris Piech; Ilan Shomorony (NeurIPS, 2020)

Bandit-PAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits. - Mo Tiwari; Martin Jinye Zhang; James Mayclin; Sebastian Thrun; Chris Piech; Ilan Shomorony (CoRR, 2020)

MLDemon: Deployment Monitoring for Machine Learning Systems. - Tony Ginart; Martin Jinye Zhang; James Zou 001 (AISTATS, 2022)

MABSplit: Faster Forest Training Using Multi-Armed Bandits. - Mo Tiwari; Ryan Kang; Jaeyong Lee; Chris Piech; Ilan Shomorony; Sebastian Thrun; Martin J. Zhang (NeurIPS, 2022)

MABSplit: Faster Forest Training Using Multi-Armed Bandits. - Mo Tiwari; Ryan Kang; Je-Yong Lee; Sebastian Thrun; Chris Piech; Ilan Shomorony; Martin Jinye Zhang (CoRR, 2022)

Faster Maximum Inner Product Search in High Dimensions. - Mo Tiwari; Ryan Kang; Je-Yong Lee; Luke Lee; Chris Piech; Sebastian Thrun; Ilan Shomorony; Martin Jinye Zhang (CoRR, 2022)

BanditPAM++: Faster k-medoids Clustering. - Mo Tiwari; Ryan Kang; Donghyun Lee; Sebastian Thrun; Ilan Shomorony; Martin J. Zhang (NeurIPS, 2023)

BanditPAM++: Faster k-medoids Clustering. - Mo Tiwari; Ryan Kang; Donghyun Lee; Sebastian Thrun; Chris Piech; Ilan Shomorony; Martin Jinye Zhang (CoRR, 2023)

Faster Maximum Inner Product Search in High Dimensions. - Mo Tiwari; Ryan Kang; Jaeyong Lee; Donghyun Lee; Christopher Piech; Sebastian Thrun; Ilan Shomorony; Martin Jinye Zhang (ICML, 2024)