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Travelled to:
1 × China
1 × Finland
1 × France
5 × USA
Collaborated with:
Y.Chen X.Yi S.Sanghavi Y.Wang M.Orshansky I.Mitliagkas A.G.Dimakis E.Price S.Mannor M.Borokhovich D.S.Papailiopoulos H.Xu R.Meka P.Jain I.S.Dhillon M.Li Z.Song
Talks about:
regress (4) rank (3) corrupt (2) robust (2) spars (2) optim (2) minim (2) fast (2) fundament (1) distribut (1)

Person: Constantine Caramanis

DBLP DBLP: Caramanis:Constantine

Contributed to:

DAC 20152015
ICML 20152015
VLDB 20152015
DAC 20142014
ICML c2 20142014
ICML c1 20132013
ICML c3 20132013
ICML 20112011
ICML 20082008

Wrote 10 papers:

DAC-2015-WangLYSOC #grid #novel #power management #reduction
Novel power grid reduction method based on L1 regularization (YW, ML, XY, ZS, MO, CC), p. 6.
ICML-2015-YiCP #algorithm #performance
Binary Embedding: Fundamental Limits and Fast Algorithm (XY, CC, EP), pp. 2162–2170.
VLDB-2015-MitliagkasBDC #approximate #exclamation #graph #performance #rank
FrogWild! — Fast PageRank Approximations on Graph Engines (IM, MB, AGD, CC), pp. 874–885.
DAC-2014-WangOC #optimisation #performance #polynomial #synthesis
Enabling Efficient Analog Synthesis by Coupling Sparse Regression and Polynomial Optimization (YW, MO, CC), p. 6.
ICML-c2-2014-PapailiopoulosMDC #optimisation #rank
Finding Dense Subgraphs via Low-Rank Bilinear Optimization (DSP, IM, AGD, CC), pp. 1890–1898.
ICML-c2-2014-YiCS #linear
Alternating Minimization for Mixed Linear Regression (XY, CC, SS), pp. 613–621.
ICML-c1-2013-ChenC13a
Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery (YC, CC), pp. 383–391.
ICML-c3-2013-ChenCM #robust
Robust Sparse Regression under Adversarial Corruption (YC, CC, SM), pp. 774–782.
ICML-2011-ChenXCS #matrix #robust
Robust Matrix Completion and Corrupted Columns (YC, HX, CC, SS), pp. 873–880.
ICML-2008-MekaJCD #learning #online #rank
Rank minimization via online learning (RM, PJ, CC, ISD), pp. 656–663.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.