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2020 – today
- 2023
[c15]Jerry Chee, Hwanwoo Kim, Panos Toulis:
"Plus/minus the learning rate": Easy and Scalable Statistical Inference with SGD. AISTATS 2023: 2285-2309- 2022
- [c14]Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis:
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum. L4DC 2022: 1034-1047 - 2021
- [c13]Y. Samuel Wang, Si Kai Lee, Panos Toulis, Mladen Kolar
:
Robust Inference for High-Dimensional Linear Models via Residual Randomization. ICML 2021: 10805-10815 - [i7]Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis:
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum. CoRR abs/2111.06171 (2021) - 2020
- [c12]Yi Ding, Panos Toulis:
Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods. AISTATS 2020: 1888-1898
2010 – 2019
- 2018
- [c11]Jerry Chee, Panos Toulis:
Convergence diagnostics for stochastic gradient descent with constant learning rate. AISTATS 2018: 1476-1485 - 2017
- [i6]Jerry Chee, Panos Toulis:
Convergence diagnostics for stochastic gradient descent with constant step size. CoRR abs/1710.06382 (2017) - 2016
- [c10]Panos Toulis, Dustin Tran, Edoardo M. Airoldi:
Towards Stability and Optimality in Stochastic Gradient Descent. AISTATS 2016: 1290-1298 - [c9]Panagiotis Toulis, David C. Parkes:
Long-term Causal Effects via Behavioral Game Theory. NIPS 2016: 2604-2612 - [p2]Panos Toulis, Edoardo M. Airoldi:
Stochastic Gradient Methods for Principled Estimation with Large Datasets. Handbook of Big Data 2016: 241-265 - 2015
- [j3]Panos Toulis, David C. Parkes:
Design and analysis of multi-hospital kidney exchange mechanisms using random graphs. Games Econ. Behav. 91: 360-382 (2015) - [j2]Panos Toulis, Edoardo M. Airoldi:
Scalable estimation strategies based on stochastic approximations: classical results and new insights. Stat. Comput. 25(4): 781-795 (2015) - [c8]Panos Toulis, David C. Parkes, Elery Pfeffer, James Y. Zou:
Incentive-Compatible Experimental Design. EC 2015: 285-302 - [i5]Panos Toulis, David C. Parkes:
Statistical inference of long-term causal effects in multiagent systems under the Neyman-Rubin model. CoRR abs/1501.02315 (2015) - [i4]Panos Toulis, Dustin Tran, Edoardo M. Airoldi:
Stability and optimality in stochastic gradient descent. CoRR abs/1505.02417 (2015) - 2014
- [c7]Panagiotis Toulis, Edoardo M. Airoldi, Jason Rennie:
Statistical analysis of stochastic gradient methods for generalized linear models. ICML 2014: 667-675 - [i3]Panos Toulis, David C. Parkes:
Long-term causal effects of economic mechanisms on agent incentives. CoRR abs/1408.3783 (2014) - [i2]Aviv Tamar, Panos Toulis, Shie Mannor, Edoardo M. Airoldi:
Implicit Temporal Differences. CoRR abs/1412.6734 (2014) - 2013
- [c6]Panos Toulis, Edward K. Kao:
Estimation of Causal Peer Influence Effects. ICML (3) 2013: 1489-1497 - 2012
- [c5]Andreas L. Symeonidis, Panagiotis Toulis, Pericles A. Mitkas:
Supporting Agent-Oriented Software Engineering for Data Mining Enhanced Agent Development. ADMI 2012: 7-21 - 2011
- [c4]Panagiotis Toulis, David C. Parkes:
A random graph model of kidney exchanges: efficiency, individual-rationality and incentives. EC 2011: 323-332 - 2010
- [j1]Nikolaos Mavridis, Michael Petychakis, Alexandros Tsamakos, Panos Toulis, Shervin Emami, Wajahat Kazmi, Chandan Datta, Chiraz BenAbdelkader, Andry Tanoto:
FaceBots: Steps towards enhanced long-term human-robot interaction by utilizing and publishing online social information. Paladyn J. Behav. Robotics 1(3): 169-178 (2010) - [p1]Nikolaos Mavridis, Wajahat Kazmi, Panos Toulis:
Friends with Faces: How Social Networks Can Enhance Face Recognition and Vice Versa. Computational Social Network Analysis 2010: 453-482
2000 – 2009
- 2009
- [c3]Nikolaos Mavridis, Wajahat Kazmi, Panos Toulis, Chiraz BenAbdelkader:
On the Synergies between Online Social Networking, Face Recognition and Interactive Robotics. CASoN 2009: 48-56 - [i1]Nikolaos Mavridis, Shervin Emami, Chandan Datta, Wajahat Kazmi, Chiraz BenAbdelkader, Panos Toulis, Andry Tanoto, Tamer Rabie:
FaceBots: Steps Towards Enhanced Long-Term Human-Robot Interaction by Utilizing and Publishing Online Social Information. CoRR abs/0904.4836 (2009) - 2006
- [c2]Panos Toulis, Dionisis D. Kehagias, Pericles A. Mitkas:
Mertacor: a successful autonomous trading agent. AAMAS 2006: 1191-1198 - [c1]Dionisis D. Kehagias, Panos Toulis, Pericles A. Mitkas:
A Long-Term Profit Seeking Strategy for Continuous Double Auctions in a Trading Agent Competition. SETN 2006: 116-126
Coauthor Index
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