Learning theory and algorithms for revenue optimization in second price auctions with reserve M Mohri, AM Medina
International conference on machine learning, 262-270, 2014
167 2014 New Analysis and Algorithm for Learning with Drifting Distributions M Mohri, AM Medina
Arxiv preprint arXiv:1205.4343, 2012
141 2012 Machine learning and optimization A Munoz
Courant Institute of Mathematical Sciences 2014, 1-2, 2014
132 2014 Revenue optimization with approximate bid predictions A Munoz, S Vassilvitskii
Advances in Neural Information Processing Systems 30, 2017
114 2017 Adaptation based on generalized discrepancy C Cortes, M Mohri, AM Medina
Journal of Machine Learning Research 20 (1), 1-30, 2019
86 2019 Bounding user contributions: A bias-variance trade-off in differential privacy K Amin, A Kulesza, A Munoz, S Vassilvtiskii
International Conference on Machine Learning, 263-271, 2019
75 2019 Optimal regret minimization in posted-price auctions with strategic buyers M Mohri, A Munoz
Advances in Neural Information Processing Systems 27, 2014
70 2014 Learning algorithms for second-price auctions with reserve M Mohri, AM Medina
Journal of Machine Learning Research 17 (74), 1-25, 2016
56 2016 Adaptation algorithm and theory based on generalized discrepancy C Cortes, M Mohri, A Muñoz Medina
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
51 2015 Differentially private covariance estimation K Amin, T Dick, A Kulesza, A Munoz, S Vassilvitskii
Advances in Neural Information Processing Systems 32, 2019
50 2019 No-regret algorithms for heavy-tailed linear bandits AM Medina, S Yang
International Conference on Machine Learning, 1642-1650, 2016
44 2016 Revenue optimization against strategic buyers M Mohri, A Munoz
Advances in Neural Information Processing Systems 28, 2015
43 2015 Differentially private continual releases of streaming frequency moment estimations A Epasto, J Mao, AM Medina, V Mirrokni, S Vassilvitskii, P Zhong
arXiv preprint arXiv:2301.05605, 2023
27 2023 Clustering for private interest-based advertising A Epasto, A Muñoz Medina, S Avery, Y Bai, R Busa-Fekete, CJ Carey, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
21 2021 Testing incentive compatibility in display ad auctions S Lahaie, A Munoz Medina, B Sivan, S Vassilvitskii
Proceedings of the 2018 World Wide Web Conference, 1419-1428, 2018
18 2018 Non-parametric revenue optimization for generalized second price auctions M Mohri, AM Medina
arXiv preprint arXiv:1506.02719, 2015
16 2015 Scalable differentially private clustering via hierarchically separated trees V Cohen-Addad, A Epasto, S Lattanzi, V Mirrokni, A Munoz Medina, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
15 2022 Measuring re-identification risk CJ Carey, T Dick, A Epasto, A Javanmard, J Karlin, S Kumar, ...
Proceedings of the ACM on Management of Data 1 (2), 1-26, 2023
14 2023 A Joint Exponential Mechanism For Differentially Private Top- J Gillenwater, M Joseph, A Munoz, MR Diaz
International Conference on Machine Learning, 7570-7582, 2022
12 2022 Duff: A dataset-distance-based utility function family for the exponential mechanism AM Medina, J Gillenwater
arXiv preprint arXiv:2010.04235, 2020
11 2020