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Conference and Workshop Papers
- 2024
[c10]Mo Tiwari, Ryan Kang, Jaeyong Lee, Donghyun Lee, Christopher Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang:
Faster Maximum Inner Product Search in High Dimensions. ICML 2024- 2023
- [c9]Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Ilan Shomorony, Martin J. Zhang:
BanditPAM++: Faster k-medoids Clustering. NeurIPS 2023 - 2022
- [c8]Tony Ginart, Martin Jinye Zhang, James Zou:
MLDemon: Deployment Monitoring for Machine Learning Systems. AISTATS 2022: 3962-3997 - [c7]Mo Tiwari, Ryan Kang, Jaeyong Lee, Chris Piech, Ilan Shomorony, Sebastian Thrun, Martin J. Zhang:
MABSplit: Faster Forest Training Using Multi-Armed Bandits. NeurIPS 2022 - 2020
- [c6]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 - 2019
- [c5]Martin J. Zhang, James Zou, David Tse:
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits. ICML 2019: 7512-7522 - [c4]Martin J. Zhang, Fei Xia, James Zou:
AdaFDR: A Fast, Powerful and Covariate-Adaptive Approach to Multiple Hypothesis Testing. RECOMB 2019: 330-333 - 2018
- [c3]Vivek Kumar Bagaria, Govinda M. Kamath, Vasilis Ntranos, Martin J. Zhang, David Tse:
Medoids in Almost-Linear Time via Multi-Armed Bandits. AISTATS 2018: 500-509 - 2017
- [c2]Fei Xia, Martin J. Zhang, James Y. Zou, David Tse:
NeuralFDR: Learning Discovery Thresholds from Hypothesis Features. NIPS 2017: 1541-1550 - 2016
- [c1]Martin J. Zhang, Zhijian Ou:
Block-wise map inference for determinantal point processes with application to change-point detection. SSP 2016: 1-5
Informal and Other Publications
- 2023
- [i8]Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang:
BanditPAM++: Faster k-medoids Clustering. CoRR abs/2310.18844 (2023) - 2022
- [i7]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 abs/2212.07473 (2022) - [i6]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 abs/2212.07551 (2022) - 2021
- [i5]Antonio Ginart, Martin Jinye Zhang, James Zou:
MLDemon: Deployment Monitoring for Machine Learning Systems. CoRR abs/2104.13621 (2021) - 2020
- [i4]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 abs/2006.06856 (2020) - 2019
- [i3]Martin J. Zhang, James Zou, David Tse:
Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits. CoRR abs/1902.00197 (2019) - 2017
- [i2]Abubakar Abid, Vivek Kumar Bagaria, Martin J. Zhang, James Y. Zou:
Contrastive Principal Component Analysis. CoRR abs/1709.06716 (2017) - [i1]Vivek Kumar Bagaria, Govinda M. Kamath, Vasilis Ntranos, Martin J. Zhang, David Tse:
Medoids in almost linear time via multi-armed bandits. CoRR abs/1711.00817 (2017)
Coauthor Index
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