Panos Toulis

According to our database, Panos Toulis authored at least 26 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

"Plus/minus the learning rate": Easy and Scalable Statistical Inference with SGD.

Jerry Chee, Hwanwoo Kim, Panos Toulis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum.

Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis

Proceedings of the Learning for Dynamics and Control Conference, 2022

2021

Robust Inference for High-Dimensional Linear Models via Residual Randomization.

Y. Samuel Wang, Si Kai Lee, Panos Toulis, Mladen Kolar

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods.

Yi Ding, Panos Toulis

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018

Convergence diagnostics for stochastic gradient descent with constant learning rate.

Jerry Chee, Panos Toulis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Convergence diagnostics for stochastic gradient descent with constant step size.

Jerry Chee, Panos Toulis

CoRR, 2017

2016

Long-term Causal Effects via Behavioral Game Theory.

Panagiotis Toulis, David C. Parkes

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Towards Stability and Optimality in Stochastic Gradient Descent.

Panos Toulis, Dustin Tran, Edoardo M. Airoldi

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Stochastic Gradient Methods for Principled Estimation with Large Datasets.

Panos Toulis, Edoardo M. Airoldi

Proceedings of the Handbook of Big Data., 2016

2015

Scalable estimation strategies based on stochastic approximations: classical results and new insights.

Panos Toulis, Edoardo M. Airoldi

Stat. Comput., 2015

Design and analysis of multi-hospital kidney exchange mechanisms using random graphs.

Panos Toulis, David C. Parkes

Games Econ. Behav., 2015

Stability and optimality in stochastic gradient descent.

Panos Toulis, Dustin Tran, Edoardo M. Airoldi

CoRR, 2015

Statistical inference of long-term causal effects in multiagent systems under the Neyman-Rubin model.

Panos Toulis, David C. Parkes

CoRR, 2015

Incentive-Compatible Experimental Design.

Panos Toulis, David C. Parkes, Elery Pfeffer, James Y. Zou

Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015

2014

Long-term causal effects of economic mechanisms on agent incentives.

Panos Toulis, David C. Parkes

CoRR, 2014

Implicit Temporal Differences.

Aviv Tamar, Panos Toulis, Shie Mannor, Edoardo M. Airoldi

CoRR, 2014

Statistical analysis of stochastic gradient methods for generalized linear models.

Panagiotis Toulis, Edoardo M. Airoldi, Jason Rennie

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Estimation of Causal Peer Influence Effects.

Panos Toulis, Edward K. Kao

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Supporting Agent-Oriented Software Engineering for Data Mining Enhanced Agent Development.

Andreas L. Symeonidis, Panagiotis Toulis, Pericles A. Mitkas

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

2011

A random graph model of kidney exchanges: efficiency, individual-rationality and incentives.

Panagiotis Toulis, David C. Parkes

Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011

2010

Friends with Faces: How Social Networks Can Enhance Face Recognition and Vice Versa.

Nikolaos Mavridis, Wajahat Kazmi, Panos Toulis

Proceedings of the Computational Social Network Analysis, 2010

FaceBots: Steps towards enhanced long-term human-robot interaction by utilizing and publishing online social information.

Nikolaos Mavridis, Michael Petychakis, Alexandros Tsamakos, Panos Toulis, Shervin Emami, Wajahat Kazmi, Chandan Datta, Chiraz BenAbdelkader, Andry Tanoto

Paladyn J. Behav. Robotics, 2010

2009

FaceBots: Steps Towards Enhanced Long-Term Human-Robot Interaction by Utilizing and Publishing Online Social Information

Nikolaos Mavridis, Shervin Emami, Chandan Datta, Wajahat Kazmi, Chiraz BenAbdelkader, Panos Toulis, Andry Tanoto, Tamer Rabie

CoRR, 2009

On the Synergies between Online Social Networking, Face Recognition and Interactive Robotics.

Nikolaos Mavridis, Wajahat Kazmi, Panos Toulis, Chiraz BenAbdelkader

Proceedings of the International Conference on Computational Aspects of Social Networks, 2009

2006

A Long-Term Profit Seeking Strategy for Continuous Double Auctions in a Trading Agent Competition.

Dionisis D. Kehagias, Panos Toulis, Pericles A. Mitkas

Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Mertacor: a successful autonomous trading agent.

Panos Toulis, Dionisis D. Kehagias, Pericles A. Mitkas

Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006