Kevin Murphy

Principal Researcher, Deepmind, Google

Joined

September 2016

Names

Kevin Murphy (Preferred)

Kevin Patrick Murphy

Kevin P. Murphy

Emails

****@gmail.com (Confirmed)

****@cs.ubc.ca

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Deepmind, Google (google.com)

2011 – Present

Associate Professor

Computer Science, University of British Columbia (cs.ubc.ca)

2004 – 2011

Advisors, Relations & Conflicts

PhD Advisor

Stuart Russell

2005 – Present

Expertise

Reinforcement learning

2023 – Present

Representation learning

2020 – Present

Generative models

1995 – Present

Graphical models

1995 – Present

Bayesian inference

1995 – Present

Decision making under uncertainty

1995 – Present

Publications

Efficient Online Bayesian Inference for Neural Bandits
Gerardo Duran-Martin, Aleyna Kara, Kevin Patrick Murphy
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
On diagonal approximations to the extended Kalman filter for online training of Bayesian neural networks
Peter G. Chang, Kevin Patrick Murphy, Matt Jones
- Published: 18 Nov 2022, Last Modified: 05 May 2023
- CLL@ACML2022
- Readers: Everyone
Reliability benchmarks for image segmentation
E. Kelly Buchanan, Michael W Dusenberry, Jie Ren, Kevin Patrick Murphy, Balaji Lakshminarayanan, Dustin Tran
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- NeurIPS 2022 Workshop DistShift Poster
- Readers: Everyone
Posterior Sampling Model-based Policy Optimization under Approximate Inference
Chaoqi Wang, Yuxin Chen, Kevin Patrick Murphy
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Plex: Towards Reliability using Pretrained Large Model Extensions
Dustin Tran, Jeremiah Zhe Liu, Michael W Dusenberry, Du Phan, Mark Collier, Jie Ren, Kehang Han, Zi Wang, Zelda E Mariet, Huiyi Hu, Neil Band, Tim G. J. Rudner, Karan Singhal, Zachary Nado, Joost van Amersfoort, Andreas Kirsch, Rodolphe Jenatton, Nithum Thain, Honglin Yuan, E. Kelly Buchanan et al. (6 additional authors not shown)
- 26 May 2022 (modified: 30 Dec 2025)
- ICML 2022 Pre-training Workshop ContributedTalk
- Readers: Everyone
NAS-Bench-101: Towards Reproducible Neural Architecture Search
Chris Ying, Aaron Klein, Eric Christiansen, Esteban Real, Kevin Murphy, Frank Hutter
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Relational Action Forecasting.
Chen Sun, Abhinav Shrivastava, Carl Vondrick, Rahul Sukthankar, Kevin Murphy, Cordelia Schmid
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
Diverse Generation for Multi-Agent Sports Games.
Raymond A. Yeh, Alexander G. Schwing, Jonathan Huang, Kevin Murphy
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
Composing Text and Image for Image Retrieval - an Empirical Odyssey.
Nam Vo, Lu Jiang, Chen Sun, Kevin Murphy, Li-Jia Li, Li Fei-Fei, James Hays
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
Progressive Neural Architecture Search
Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy
- 2018 (modified: 11 Nov 2022)
- ECCV (1) 2018
- Readers: Everyone

View all 55 publications

Co-Authors

View all 146 co-authors