| Contextual bandit applications in a customer support bot S Sajeev, J Huang, N Karampatziakis, M Hall, S Kochman, W Chen Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 13 | 2021 |
| Batched transactions for RESTful web services S Kochman, PT Wojciechowski, M Kmieciak International Conference on Web Engineering, 86-98, 2011 | 12 | 2011 |
| Lessons from real-world reinforcement learning in a customer support bot N Karampatziakis, S Kochman, J Huang, P Mineiro, K Osborne, W Chen CoRR, abs/1905.02219, 2019 | 7 | 2019 |
| Towards Production-Grade, Platform-Independent Distributed ML M Bilenko, T Finley, S Katzenberger, S Kochman, D Mahajan, ... Proceedings of the 33rd International Conference on Machine Learning, 1-5, 2016 | 7 | 2016 |
| Lessons from contextual bandit learning in a customer support bot N Karampatziakis, S Kochman, J Huang, P Mineiro, K Osborne, W Chen arXiv preprint arXiv:1905.02219, 2019 | 6 | 2019 |
| Towards Data-Driven Offline Simulations for Online Reinforcement Learning S Tang, FV Frujeri, D Misra, A Lamb, J Langford, P Mineiro, S Kochman arXiv preprint arXiv:2211.07614, 2022 | | 2022 |
