Selected Bibliography for Panagiotis (Panos) Toulis

Associate Professor of Econometrics and Statistics

Home page of Panos Toulis
Panos Toulis author profile at Scopus

Published Works

"A Graph-Theoretic Approach to Randomization Tests of Causal Effects under General Interference." David Puelz, Guillaume Basse, Avi Feller and Panos Toulis; Journal of the Royal Statistical Society Series B: Statistical Methodology, 2022, 84(1), pp. 174-204.

"Randomization Tests in Observational Studies with Staggered Adoption of Treatment." Azeem M. Shaikh and Panos Toulis; Journal of the American Statistical Association, 2021, 116(536), pp. 1835-48.

"Estimation of Covid-19 Prevalence from Serology Tests: A Partial Identification Approach." Panos Toulis; Journal of Econometrics, 2021, 220(1), pp. 193-213.

"Randomization Tests of Causal Effects under Interference." G. W. Basse, A. Feller and P. Toulis; Biometrika, 2019, 106(2), pp. 487-94.

"Randomization Tests of Causal Effects under Interference." G. W. Basse, A. Feller and P. Toulis; Biometrika, 2019, 106(2), pp. 487-94.

"Convergence Diagnostics for Stochastic Gradient Descent with Constant Learning Rate," Jerry Chee and Panos Toulis, Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics S. Amos and P.-C. Fernando, Proceedings of Machine Learning Research: PMLR, 2018, pp. 1476 -85.

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

"A Useful Pivotal Quantity." Panagiotis Toulis; The American Statistician, 2017, 71(3), pp. 272-74.

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.

"Incentive-Compatible Experimental Design," Panos Toulis, David C. Parkes, Elery Pfeffer and James Zou, Proceedings of the Sixteenth ACM Conference on Economics and Computation Editor, Portland, Oregon, USA: ACM, 2015 of Conference, pp. Pages.

"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 Agents and Data Mining Interaction: 8th International Workshop, Admi 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers. L. Cao, Y. Zeng, A. L. Symeonidis, V. I. Gorodetsky, P. S. Yu and M. P. Singh, 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.

"A Random Graph Model of Kidney Exchanges: Efficiency, Individual-Rationality and Incentives," Panos Toulis and David C. Parkes, Proceedings of the 12th ACM conference on Electronic commerce Editor, San Jose, California, USA: ACM, 2011 of Conference, pp. Pages.

"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.

"Mertacor: A Successful Autonomous Trading Agent," Panos Toulis, Dionisis Kehagias and Pericles A. Mitkas, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems Editor, Hakodate, Japan: ACM, 2006 of Conference, pp. Pages.

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