Följ
Shaun Singh
Shaun Singh
Research Engineer, Facebook
Verifierad e-postadress på fb.com
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AE: A domain-agnostic platform for adaptive experimentation
E Bakshy, L Dworkin, B Karrer, K Kashin, B Letham, A Murthy, S Singh
Conference on Neural Information Processing Systems, 1-8, 2018
1032018
Real-world video adaptation with reinforcement learning
H Mao, S Chen, D Dimmery, S Singh, D Blaisdell, Y Tian, M Alizadeh, ...
arXiv preprint arXiv:2008.12858, 2020
582020
Thompson Sampling for Contextual Bandit Problems with Auxiliary Safety Constraints
S Daulton, S Singh, V Avadhanula, D Dimmery, E Bakshy
arXiv preprint arXiv:1911.00638, 2019
192019
Looper: An end-to-end ML platform for product decisions
IL Markov, H Wang, NS Kasturi, S Singh, MR Garrard, Y Huang, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
92022
Neural Pseudo-Label Optimism for the Bank Loan Problem
A Pacchiano, S Singh, E Chou, A Berg, J Foerster
Advances in Neural Information Processing Systems 34, 6580-6593, 2021
62021
Interpretable Personalized Experimentation
H Wu, S Tan, W Li, M Garrard, A Obeng, D Dimmery, S Singh, H Wang, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
52022
Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies.
H Wu, S Tan, W Li, M Garrard, A Obeng, D Dimmery, S Singh, H Wang, ...
CoRR, 2021
22021
Practical Policy Optimization with Personalized Experimentation
M Garrard, H Wang, B Letham, S Singh, A Kazerouni, S Tan, Z Wang, ...
arXiv preprint arXiv:2303.17648, 2023
2023
Unbiased Decisions Reduce Regret: Adversarial Optimism for the Bank Loan Problem
E Gal, S Singh, A Pacchiano, B Walker, T Lyons, JN Foerster
2023
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Artiklar 1–9