Constantine Caramanis
机构: Professor of Electrical and Computer Engineering, UT Austin
主页: utexas.edu
每年引用次数
引用次数
引用: 12,737
H-指数: 44
I10-指数 : 105
出版物: 230
Asymptotically-optimal gaussian bandits with side observations
Alexia Atsidakou , Orestis Papadigenopoulos , Constantine Caramanis , Sujay Sanghavi
International Conference on Machine Learning 1057 -1077
6
2022
Single-sample prophet inequalities via greedy-ordered selection
Constantine Caramanis , Paul Dütting , Matthew Faw , Federico Fusco
Society for Industrial and Applied Mathematics 1298 -1325
24
2022
2012 Index IEEE Journal on Selected Areas in Communications Vol. 30
Abdel Khalek , Caramanis Amin , Atef Abdrabou , Fumiyuki Adachi
Approximate Newton-based statistical inference using only stochastic gradients
Tianyang Li , Anastasios Kyrillidis , Liu Liu , Constantine Caramanis
arXiv preprint arXiv:1805.08920
5
2018
Robustness and Regularization of Support Vector Machines
Huan Xu , Constantine Caramanis , Shie Mannor
Journal of Machine Learning Research
2
2009
Sparse algorithms are not stable: A no-free-lunch theorem
Huan Xu , Constantine Caramanis , Shie Mannor
IEEE transactions on pattern analysis and machine intelligence 34 ( 1) 187 -193
257
2011
Distributed resource allocation in device-to-device enhanced cellular networks
Qiaoyang Ye , Mazin Al-Shalash , Constantine Caramanis , Jeffrey G Andrews
IEEE Transactions on Communications 63 ( 2) 441 -454
132
2014
Robust optimization in machine learning
Constantine Caramanis , Shie Mannor , Huan Xu
73
2011
Network forensics: Random infection vs spreading epidemic
Chris Milling , Constantine Caramanis , Shie Mannor , Sanjay Shakkottai
ACM SIGMETRICS Performance Evaluation Review 40 ( 1) 223 -234
43
2012
High Dimensional Robust M-Estimation: Arbitrary Corruption and Heavy Tails
Liu Liu , Tianyang Li , Constantine Caramanis
arXiv preprint arXiv:1901.08237
29
2019
Contextual blocking bandits
Soumya Basu , Orestis Papadigenopoulos , Constantine Caramanis , Sanjay Shakkottai
International Conference on Artificial Intelligence and Statistics 271 -279
28
2021
Beyond uniform smoothness: A stopped analysis of adaptive sgd
Matthew Faw , Litu Rout , Constantine Caramanis , Sanjay Shakkottai
The Thirty Sixth Annual Conference on Learning Theory 89 -160
18
2023
Reinforcement learning in reward-mixing mdps
Jeongyeol Kwon , Yonathan Efroni , Constantine Caramanis , Shie Mannor
Advances in Neural Information Processing Systems 34 2253 -2264
18
2021
Analyzing queueing systems with coupled processors through semidefinite programming
Balaji Rengarajan , Constantine Caramanis , Gustavo de Veciana
INFORMS: Applied Probability Session
18
2008
Robust estimation of tree structured ising models
Ashish Katiyar , Vatsal Shah , Constantine Caramanis
arXiv preprint arXiv:2006.05601
10
2020
Learning in the Limit with Adversarial Disturbances.
Constantine Caramanis , Shie Mannor
COLT 467 -478
10
2008
Coordinated attacks against contextual bandits: Fundamental limits and defense mechanisms
Jeongyeol Kwon , Yonathan Efroni , Constantine Caramanis , Shie Mannor
International Conference on Machine Learning 11772 -11789
8
2022
Shie Mannor Huan Xu Sujay Sanghavi Dimitris Bertsimas Robert Heath Jeffrey Andrews Qiaoyang Ye Alan Bovik Alexandros G Dimakis Amin Khalek Ioannis (Yannis) Mitliagkas Michael Orshansky Beiyu Rong David B. Brown Aditya Gopalan Prateek Jain Gustavo de Veciana Sumohana S. Channappayya Harish Ganapathy Robert (Bob) Daniels