A finite time analysis of temporal difference learning with linear function approximation J Bhandari, D Russo, R Singal Operations Research 69 (3), 950-973, 2021 | 390 | 2021 |
Shapley Meets Uniform: An Axiomatic Framework for Attribution in Online Advertising R Singal, O Besbes, A Desir, V Goyal, G Iyengar Management Science, 2022 | 52 | 2022 |
How to play fantasy sports strategically (and win) MB Haugh, R Singal Management Science 67 (1), 72-92, 2021 | 26* | 2021 |
Flow-Based Attribution in Graphical Models: A Recursive Shapley Approach R Singal, G Michailidis, H Ng Proceedings of the 38th International Conference on Machine Learning 139 …, 2021 | 15 | 2021 |
A Markov Decision Process-based handicap system for tennis TCY Chan, R Singal Journal of Quantitative Analysis in Sports 12 (4), 179-188, 2016 | 13 | 2016 |
A Bayesian regression approach to handicapping tennis players based on a rating system TCY Chan, R Singal Journal of Quantitative Analysis in Sports 14 (3), 131-141, 2018 | 6 | 2018 |
Churning While Experimenting: Maximizing User Engagement in Recommendation Platforms M Hamilton, R Singal Available at SSRN 3871915, 2023 | 5* | 2023 |
Bounding Counterfactuals in Hidden Markov Models and Beyond MB Haugh, R Singal Available at SSRN 4529724, 2023 | 1 | 2023 |
Counterfactual Analysis in Dynamic Latent State Models M Haugh, R Singal Proceedings of the 40th International Conference on Machine Learning 202 …, 2023 | 1 | 2023 |
Effective Wages under Workforce Scheduling with Heterogeneous Time Preferences O Besbes, V Goyal, G Iyengar, R Singal Available at SSRN 4202484, 2022 | 1 | 2022 |
A Counterfactual Analysis of the Dishonest Casino M Haugh, R Singal arXiv preprint arXiv:2405.15120, 2024 | | 2024 |
Model-Free Approximate Bayesian Learning for Large-Scale Conversion Funnel Optimization G Iyengar, R Singal Production and Operations Management, 10591478241231857, 2024 | | 2024 |
Axiomatic effect propagation in structural causal models R Singal, G Michailidis Journal of Machine Learning Research 25 (52), 1-71, 2024 | | 2024 |
New Analytics Paradigms in Online Advertising and Fantasy Sports R Singal Columbia University, 2020 | | 2020 |