Local detection of infections in heterogeneous networks

Chris Milling , Constantine Caramanis , Shie Mannor , Sanjay Shakkottai
2015 IEEE Conference on Computer Communications (INFOCOM) 1517 -1525

8
2015
User rankings from comparisons: Learning permutations in high dimensions

Ioannis Mitliagkas , Aditya Gopalan , Constantine Caramanis , Sriram Vishwanath
allerton conference on communication, control, and computing 1143 -1150

13
2011
On identifying the causative network of an epidemic

Chris Milling , Constantine Caramanis , Shie Mannor , Sanjay Shakkottai
allerton conference on communication, control, and computing 909 -914

20
2012
Finding low-rank solutions to smooth convex problems via the Burer-Monteiro approach

Dohyung Park , Anastasios Kyrillidis , Constantine Caramanis , Sujay Sanghavi
allerton conference on communication, control, and computing 439 -446

1
2016
Rank minimization via online learning

Raghu Meka , Prateek Jain , Constantine Caramanis , Inderjit S. Dhillon
Proceedings of the 25th international conference on Machine learning - ICML '08 656 -663

60
2008
Design of power-optimal buffers tunable to process variability

Constantine Caramanis , Michael Orshansky , Mario Lok , Ku He
2010 IEEE Dallas Circuits and Systems Workshop 1 -4

2010
Online learning for quality-driven unequal protection of scalable video

Amin Abdel Khalek , Constantine Caramanis , Robert W. Heath
international workshop on machine learning for signal processing 1 -5

3
2012
Dynamic Feedback Allocation Algorithms for Interference Management in MIMO Uplink

Harish Ganapathy , Constantine Caramanis
2010 IEEE Global Telecommunications Conference GLOBECOM 2010 1 -5

2010
Joint Source-Channel Adaptation for Perceptually Optimized Scalable Video Transmission

Amin Abdel Khalek , Constantine Caramanis , Robert W. Heath Jr.
global communications conference 1 -5

12
2011
Risk sensitive robust support vector machines

Huan Xu , Constantine Caramanis , Shie Mannor , Sungho Yun
conference on decision and control 4655 -4661

12
2009
Adaptability via sampling

Dimitris Bertsimas , Constantine Caramanis
conference on decision and control 4717 -4722

28
2007
Distinguishing Infections on Different Graph Topologies

Chris Milling , Constantine Caramanis , Shie Mannor , Sanjay Shakkottai
IEEE Transactions on Information Theory 61 ( 6) 3100 -3120

9
2015
Convex and Nonconvex Formulations for Mixed Regression With Two Components: Minimax Optimal Rates

Yudong Chen , Xinyang Yi , Constantine Caramanis
IEEE Transactions on Information Theory 64 ( 3) 1738 -1766

14
2018
Provable compressed sensing quantum state tomography via non-convex methods

Anastasios Kyrillidis , Amir Kalev , Dohyung Park , Srinadh Bhojanapalli
npj Quantum Information 4 ( 1) 1 -7

26
2018
Efficient Energy Delivery Management for PHEVs

Mahdi Kefayati , Constantine Caramanis
2010 First IEEE International Conference on Smart Grid Communications 525 -530

27
2010
Predictable Equation-Based Analog Optimization Based on Explicit Capture of Modeling Error Statistics

Ashish Kumar Singh , Kareem Ragab , Mario Lok , Constantine Caramanis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 31 ( 10) 1485 -1498

13
2012
Enabling Efficient Analog Synthesis by Coupling Sparse Regression and Polynomial Optimization

Ye Wang , Michael Orshansky , Constantine Caramanis
design automation conference 1 -6

24
2014
A theoretical justification for image inpainting using denoising diffusion probabilistic models

Litu Rout , Advait Parulekar , Constantine Caramanis , Sanjay Shakkottai
arXiv preprint arXiv:2302.01217

2023