Shaun Singh

Founder, Conduit

Joined

May 2019

Names

Shaun Singh (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@fb.com

,

****@berkeley.edu

Personal Links

Career & Education History

Founder

Conduit (conduit.dev)

2022 – Present

Research Engineer

Facebook (fb.com)

2016 – 2021

Advisors, Relations & Conflicts

Coworker

2016 – 2021

Expertise

No areas of expertise listed

Publications

Practical Policy Optimization with Personalized Experimentation
Mia Garrard, Hanson Wang, Ben Letham, Shaun Singh, Abbas Kazerouni, Sarah Tan, Zehui Wang, Yin Huang, Yichun Hu, Chad Zhou, Norm Zhou, Eytan Bakshy
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Unbiased Decisions Reduce Regret: Adversarial Optimism for the Bank Loan Problem
Elena Gal, Shaun Singh, Aldo Pacchiano, Benjamin Walker, Terry Lyons, Jakob Nicolaus Foerster
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Interpretable Personalized Experimentation
Han Wu, Sarah Tan, Weiwei Li, Mia Garrard, Adam Obeng, Drew Dimmery, Shaun Singh, Hanson Wang, Daniel R. Jiang, Eytan Bakshy
- 2022 (modified: 24 Apr 2023)
- KDD 2022
- Readers: Everyone
Looper: An End-to-End ML Platform for Product Decisions
Igor L. Markov, Hanson Wang, Nitya S. Kasturi, Shaun Singh, Mia R. Garrard, Yin Huang, Sze Wai Celeste Yuen, Sarah Tran, Zehui Wang, Igor Glotov, Tanvi Gupta, Peng Chen, Boshuang Huang, Xiaowen Xie, Michael Belkin, Sal Uryasev, Sam Howie, Eytan Bakshy, Norm Zhou
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- KDD 2022
- Readers: Everyone
Neural Pseudo-Label Optimism for the Bank Loan Problem
Aldo Pacchiano, Shaun Singh, Edward Chou, Alexander C. Berg, Jakob Nicolaus Foerster
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies
Han Wu, Sarah Tan, Weiwei Li, Mia Garrard, Adam Obeng, Drew Dimmery, Shaun Singh, Hanson Wang, Daniel Jiang, Eytan Bakshy
- 2021 (modified: 30 Mar 2022)
- CoRR 2021
- Readers: Everyone
Neural Pseudo-Label Optimism for the Bank Loan Problem
Aldo Pacchiano, Shaun Singh, Edward Chou, Alexander C. Berg, Jakob N. Foerster
- 2021 (modified: 21 Apr 2023)
- NeurIPS 2021
- Readers: Everyone
Neural Pseudo-Label Optimism for the Bank Loan Problem
Aldo Pacchiano, Shaun Singh, Edward Chou, Alexander C. Berg, Jakob N. Foerster
- 2021 (modified: 21 Apr 2023)
- CoRR 2021
- Readers: Everyone
Looper: An end-to-end ML platform for product decisions
Igor L. Markov, Hanson Wang, Nitya Kasturi, Shaun Singh, Sze Wai Yuen, Mia Garrard, Sarah Tran, Yin Huang, Zehui Wang, Igor Glotov, Tanvi Gupta, Boshuang Huang, Peng Chen, Xiaowen Xie, Michael Belkin, Sal Uryasev, Sam Howie, Eytan Bakshy, Norm Zhou
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Real-world Video Adaptation with Reinforcement Learning
Hongzi Mao, Shannon Chen, Drew Dimmery, Shaun Singh, Drew Blaisdell, Yuandong Tian, Mohammad Alizadeh, Eytan Bakshy
- 2020 (modified: 30 Mar 2022)
- CoRR 2020
- Readers: Everyone

View all 11 publications

Co-Authors

View all 47 co-authors