Panagiotis (Panos) Toulis
Panagiotis (Panos) Toulis
University of Chicago, Booth School
Verified email at chicagobooth.edu - Homepage
Title
Cited by
Cited by
Year
Estimation of causal peer influence effects
P Toulis, E Kao
International conference on machine learning, 1489-1497, 2013
1042013
Asymptotic and finite-sample properties of estimators based on stochastic gradients
P Toulis, EM Airoldi
Annals of Statistics 45 (4), 1694-1727, 2017
64*2017
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
452014
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
42*2016
Friends with faces: How social networks can enhance face recognition and vice versa
N Mavridis, W Kazmi, P Toulis
Computational Social Network Analysis, 453-482, 2010
392010
Design and analysis of multi-hospital kidney exchange mechanisms using random graphs
P Toulis, DC Parkes
Games and Economic Behavior 91, 2015
372015
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
372011
Scalable estimation strategies based on stochastic approximations: classical results and new insights
P Toulis, EM Airoldi
Statistics and computing 25 (4), 781-795, 2015
332015
Randomization tests of causal effects under interference
GW Basse, A Feller, P Toulis
Biometrika 106 (2), 487-494, 2019
29*2019
Mertacor: a successful autonomous trading agent
P Toulis, D Kehagias, PA Mitkas
Proceedings of the fifth international joint conference on Autonomous agents …, 2006
292006
Convergence diagnostics for stochastic gradient descent with constant learning rate
J Chee, P Toulis
International Conference on Artificial Intelligence and Statistics, 1476-1485, 2018
25*2018
Stochastic Gradient Methods for Principled Estimation with Large Datasets
P Toulis, EM Airoldi
Handbook of Big Data, 241, 2016
23*2016
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
192010
Causal estimation of peer influence effects
E Kao, P Toulis, E Airoldi, DB Rubin
Proceedings of the NIPS Workshop on Social Network and Social Media Analysis, 2012
182012
A long-term profit seeking strategy for continuous double auctions in a trading agent competition
D Kehagias, P Toulis, P Mitkas
Hellenic Conference on Artificial Intelligence, 116-126, 2006
142006
Stable Robbins-Monro approximations through stochastic proximal updates
P Toulis, T Horel, EM Airoldi
arXiv preprint arXiv:1510.00967, 2015
12*2015
On the synergies between online social networking, face recognition and interactive robotics
N Mavridis, W Kazmi, P Toulis, C Ben-Abdelkader
2009 International Conference on Computational Aspects of Social Networks, 48-56, 2009
122009
Implicit temporal differences
A Tamar, P Toulis, S Mannor, EM Airoldi
arXiv preprint arXiv:1412.6734, 2014
112014
Propensity score methodology in the presence of network entanglement between treatments
P Toulis, A Volfovsky, EM Airoldi
arXiv preprint arXiv:1801.07310, 2018
72018
Randomization Tests in Observational Studies with Staggered Adoption of Treatment
A Shaikh, P Toulis
University of Chicago, Becker Friedman Institute for Economics Working Paper, 2019
62019
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