Selected Bibliography for Panagiotis (Panos) Toulis

Assistant Professor of Econometrics and Statistics

Home page of Panos Toulis

Published Works

"Asymptotic and Finite-Sample Properties of Estimators Based on Stochastic Gradients." Panos Toulis and Edoardo M. Airoldi; Annals of Statistics, 2017, 45(4), pp. 1694-727.

Implicit Methods for Iterative Estimation with Large Data Sets; Panagiotis Toulis; Ph.D Dissertation, Harvard University, 2016.

"Long-Term Causal Effects Via Behavioral Game Theory," Panos Toulis and David C. Parkes, Advances in Neural Information Processing Systems, 2016, pp. 2612-20.

"Scalable Estimation Strategies Based on Stochastic Approximations: Classical Results and New Insights." Panos Toulis and Edoardo M. Airoldi; Statistics and Computing, 2015, 25(4), pp. 781-95.

"Design and Analysis of Multi-Hospital Kidney Exchange Mechanisms Using Random Graphs." Panos Toulis and David C. Parkes; Games and Economic Behavior, 2015, 91, pp. 360-82.

"Statistical Analysis of Stochastic Gradient Methods for Generalized Linear Models," Panos Toulis, Jason D. M. Rennie and Edoardo M. Airoldi, 31st International Conference on Machine Learning, ICML 2014, 2014, pp. 2128-36.

"Supporting Agent-Oriented Software Engineering for Data Mining Enhanced Agent Development," Andreas L. Symeonidis, Panos Toulis and Pericles A. Mitkas, in L. Cao, Y. Zeng, A. L. Symeonidis, V. I. Gorodetsky, P. S. Yu and M. P. Singh: Agents and Data Mining Interaction: 8th International Workshop, Admi 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013, pp. 7-21

"Estimation of Causal Peer Influence Effects," Panos Toulis and Edward Kao, 30th International Conference on Machine Learning, ICML 2013, 2013, pp. 2539-47.

"On the Synergies between Online Social Networking, Face Recognition and Interactive Robotics," Nikolaos Mavridis, Wajahat Kazmi, Panos Toulis and Chiraz Ben-Abdelkader, 2009 International Conference on Computational Aspects of Social Networks, 2009, pp. 48-56.

"A Long-Term Profit Seeking Strategy for Continuous Double Auctions in a Trading Agent Competition," Dionisis Kehagias, Panos Toulis and Pericles Mitkas, in G. Antoniou, G. Potamias, C. Spyropoulos and D. Plexousakis: Advances in Artificial Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006, pp. 116-26