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
Adaptation in Convolutionally Coded MIMO-OFDM Wireless Systems Through Supervised Learning and SNR Ordering
R.C. Daniels , C.M. Caramanis , R.W. Heath
IEEE Transactions on Vehicular Technology 59 ( 1) 114 -126
126
2010
Solving linear partial differential equations via semidefinite optimization
Constantine Constantine Michael Caramanis ,
Massachusetts Institute of Technology
3
2001
Adaptable optimization: Theory and algorithms
Constantine Constantine Michael Caramanis
Massachusetts Institute of Technology
28
2006
NETWORK INFORMATION THEORY SUMMARY: MULTI-ACCESS AND BROADCAST CHANNELS
JULIUS KUSUMA , CONSTANTINE CARAMANIS
2002
DTRA FULL PROPOSAL
CONSTANTINE CARAMANIS , DAVID MORTON
The Invariance of the Index of Elliptic Operators
Constantine Michael Caramanis
Harvard University
1999
Robust Sparse Regression under Adversarial Corruption
Constantine Caramanis , Yudong Chen , Shie Mannor
international conference on machine learning 774 -782
85
2013
Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery
Constantine Caramanis , Yudong Chen
international conference on machine learning 383 -391
40
2013
Finding Dense Subgraphs via Low-Rank Bilinear Optimization
Dimitris Papailiopoulos , Ioannis Mitliagkas , Alexandros Dimakis , Constantine Caramanis
international conference on machine learning 1890 -1898
16
2014
Video-aware MIMO precoding with packet prioritization and unequal modulation
Constantine Caramanis , Amin Abdel Khalek , Robert W. Heath
european signal processing conference 1905 -1909
9
2012
Binary Embedding: Fundamental Limits and Fast Algorithm
Constantine Caramanis , Xinyang Yi , Eric Price
international conference on machine learning 2162 -2170
6
2015
An algorithm for exploiting modeling error statistics to enable robust analog optimization
Michael Orshansky , Constantine Caramanis , Kareem Ragab , Ashish Kumar Singh
international conference on computer aided design 62 -69
4
2010
Alternating Minimization for Mixed Linear Regression
Constantine Caramanis , Sujay Sanghavi , Xinyang Yi
international conference on machine learning 613 -621
129
2014
Low-rank Matrix Recovery from Errors and Erasures
Constantine Caramanis , Sujay Sanghavi , Ali Jalali , Yudong Chen
arXiv: Information Theory
207
2011
Streaming, Memory-limited PCA
Ioannis Mitliagkas , Constantine Caramanis , Prateek Jain
6
2013
Statistical Optimization in High Dimensions
Constantine Caramanis , Huan Xu , Shie Mannor
international conference on artificial intelligence and statistics 1332 -1340
3
2012
Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach
Constantine Caramanis , Sujay Sanghavi , Anastasios Kyrillidis , Dohyung Park
arXiv: Machine Learning
154
2016
Finding Low-Rank Solutions via Non-Convex Matrix Factorization, Efficiently and Provably
Constantine Caramanis , Sujay Sanghavi , Anastasios Kyrillidis , Dohyung Park
arXiv: Optimization and Control
74
2016
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning
Constantine Caramanis , Zhaoran Wang , Xinyang Yi , Zhuoran Yang
neural information processing systems 29 4475 -4483
4
2016
Robust Regression and Lasso
Constantine Caramanis , Huan Xu , Shie Mannor
Les Cahiers du GERAD 1 -36
323
2008
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