Travelled to:1 × Canada
1 × Finland
1 × France
1 × Israel
1 × USA
Collaborated with:S.Negahban M.I.Jordan A.Agarwal Y.Zhang P.D.Ravikumar X.Nguyen
Talks about:matrix (2) estim (2) rank (2) high (2) decomposit (1) distribut (1) dimension (1) algorithm (1) structur (1) project (1)
Person: Martin J. Wainwright
DBLP: Wainwright:Martin_J=
Contributed to:
20152011201020082004Wrote 5 papers:
- ICML-2015-ZhangWJ #algorithm #bound #distributed #estimation #matrix #performance #rank
- Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds (YZ, MJW, MIJ), pp. 457–465.
- ICML-2011-AgarwalNW #composition #matrix
- Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions (AA, SN, MJW), pp. 1129–1136.
- ICML-2010-NegahbanW #estimation #matrix #rank #scalability
- Estimation of (near) low-rank matrices with noise and high-dimensional scaling (SN, MJW), pp. 823–830.
- ICML-2008-RavikumarAW #convergence #linear #message passing #source code
- Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes (PDR, AA, MJW), pp. 800–807.
- ICML-2004-NguyenWJ #classification #detection #distributed #kernel #using
- Decentralized detection and classification using kernel methods (XN, MJW, MIJ).