Akshay Balsubramani

Principal Researcher, VAC

Joined

October 2016

Names

Akshay Balsubramani (Preferred)

Emails

****@cs.ucsd.edu (Confirmed)

****@ucsd.edu (Confirmed)

****@stanford.edu (Confirmed)

****@gmail.com (Confirmed)

****@akshay.bio (Confirmed)

Personal Links

Career & Education History

Principal Researcher

VAC (vac.bio)

2024 – Present

Principal Researcher

Sanofi (sanofi.com)

2023 – 2024

Postdoc

Stanford University (stanford.edu)

2017 – 2021

PhD student

University of California, San Diego (ucsd.edu)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

Ensemble learning

semi-supervised learning

stochastic processes

Present

Publications

WILDS: A Benchmark of in-the-Wild Distribution Shifts
Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Irena Gao, Tony Lee, Etienne David, Ian Stavness, Wei Guo, Berton Earnshaw, Imran S. Haque, Sara M. Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson et al. (3 additional authors not shown)
- 2021 (modified: 23 Apr 2023)
- ICML 2021
- Readers: Everyone
WILDS: A Benchmark of in-the-Wild Distribution Shifts
Pang Wei Koh, Shiori Sagawa, Henrik Marklund, Sang Michael Xie, Marvin Zhang, Akshay Balsubramani, Weihua Hu, Michihiro Yasunaga, Richard Lanas Phillips, Sara Beery, Jure Leskovec, Anshul Kundaje, Emma Pierson, Sergey Levine, Chelsea Finn, Percy Liang
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
An adaptive nearest neighbor rule for classification
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund, Shay Moran
- 2019 (modified: 15 May 2025)
- CoRR 2019
- Readers: Everyone
An adaptive nearest neighbor rule for classification
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund, Shay Moran
- 2019 (modified: 15 May 2025)
- NeurIPS 2019
- Readers: Everyone
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
Chris Donahue, Zachary C. Lipton, Akshay Balsubramani, Julian J. McAuley
- 2018 (modified: 24 Apr 2023)
- ICLR (Poster) 2018
- Readers: Everyone
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
Chris Donahue, Akshay Balsubramani, Julian J. McAuley, Zachary C. Lipton
- 2017 (modified: 24 Apr 2023)
- CoRR 2017
- Readers: Everyone
Instance-dependent Regret Bounds for Dueling Bandits
Akshay Balsubramani, Zohar S. Karnin, Robert E. Schapire, Masrour Zoghi
- 2016 (modified: 15 May 2025)
- COLT 2016
- Readers: Everyone
Optimal Binary Classifier Aggregation for General Losses
Akshay Balsubramani, Yoav Freund
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Scalable Semi-Supervised Aggregation of Classifiers
Akshay Balsubramani, Yoav Freund
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
The Fast Convergence of Incremental PCA
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund
- 2013 (modified: 11 Nov 2022)
- NIPS 2013
- Readers: Everyone

Co-Authors

View all 32 co-authors