Estimation of causal peer influence effects P Toulis, E Kao International conference on machine learning, 1489-1497, 2013 | 202 | 2013 |
Asymptotic and finite-sample properties of estimators based on stochastic gradients P Toulis, EM Airoldi Annals of Statistics 45 (4), 1694-1727, 2017 | 181* | 2017 |
Randomization tests of causal effects under interference GW Basse, A Feller, P Toulis Biometrika 106 (2), 487-494, 2019 | 119* | 2019 |
Statistical analysis of stochastic gradient methods for generalized linear models P Toulis, E Airoldi, J Rennie Journal of Machine Learning Research 32, 667–675, 2014 | 84 | 2014 |
Towards stability and optimality in stochastic gradient descent P Toulis, D Tran, EM Airoldi Proceedings of the 19th Intl Conference on AI and Statistics (AISTATS) 51, 2016 | 82* | 2016 |
Convergence diagnostics for stochastic gradient descent with constant learning rate J Chee, P Toulis International Conference on Artificial Intelligence and Statistics, 1476-1485, 2018 | 69* | 2018 |
Scalable estimation strategies based on stochastic approximations: classical results and new insights P Toulis, EM Airoldi Statistics and computing 25, 781-795, 2015 | 55 | 2015 |
Design and analysis of multi-hospital kidney exchange mechanisms using random graphs P Toulis, DC Parkes Games and Economic Behavior 91, 360 - 382, 2015 | 53 | 2015 |
The proximal Robbins-Monro method P Toulis, T Horel, EM Airoldi Journal of the Royal Statistical Society Series B 83 (1), 188-212, 2021 | 50* | 2021 |
Friends with faces: How social networks can enhance face recognition and vice versa N Mavridis, W Kazmi, P Toulis Computational Social Network Analysis: Trends, Tools and Research Advances …, 2010 | 48 | 2010 |
Randomization tests in observational studies with staggered adoption of treatment AM Shaikh, P Toulis Journal of the American Statistical Association 116 (536), 1835-1848, 2021 | 43 | 2021 |
Stochastic Gradient Methods for Principled Estimation with Large Datasets P Toulis, EM Airoldi Handbook of Big Data, 241, 2016 | 40* | 2016 |
A random graph model of kidney exchanges: efficiency, individual-rationality and incentives P Toulis, DC Parkes Proceedings of the 12th ACM conference on Electronic commerce, 323-332, 2011 | 40 | 2011 |
A graph-theoretic approach to randomization tests of causal effects under general interference D Puelz, G Basse, A Feller, P Toulis Journal of the Royal Statistical Society Series B 84 (1), 174-204, 2022 | 38 | 2022 |
Mertacor: a successful autonomous trading agent P Toulis, D Kehagias, PA Mitkas Proceedings of the fifth international joint conference on Autonomous agents …, 2006 | 33 | 2006 |
FaceBots: Steps towards enhanced long-term human-robot interaction by utilizing and publishing online social information N Mavridis, M Petychakis, A Tsamakos, P Toulis, S Emami, W Kazmi, ... Paladyn, Journal of Behavioral Robotics 1 (3), 169-178, 2010 | 30 | 2010 |
Estimation of COVID-19 Prevalence from Serology Tests: A Partial Identification Approach P Toulis Journal of Econometrics 220 (1), 193-213, 2020 | 24 | 2020 |
Minimax designs for causal effects in temporal experiments with treatment habituation GW Basse, Y Ding, P Toulis Biometrika 110 (1), 155-168, 2023 | 23* | 2023 |
Randomization tests for peer effects in group formation experiments G Basse, P Ding, A Feller, P Toulis Econometrica 92 (2), 567–590, 2024 | 21 | 2024 |
Causal estimation of peer influence effects E Kao, P Toulis, E Airoldi, DB Rubin NIPS 2012 Workshop ‘Social Network and Social Media Analysis: Methods …, 2012 | 18 | 2012 |