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: Caramanis:Constantine
Contributed to:
2015
2015
2015201420142013201320112008Wrote 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.