Travelled to:1 × France
1 × Israel
2 × China
3 × USA
Collaborated with:I.S.Dhillon Z.Mariet S.Azadi Á.B.Jiménez D.Kim A.Banerjee J.Ghosh D.Lopez-Paz A.J.Smola Z.Ghahramani B.Schölkopf J.V.Davis B.Kulis P.Jain
Talks about:algorithm (2) method (2) direct (2) point (2) learn (2) determinant (1) nonlinear (1) stochast (1) multipli (1) theoret (1)
Person: Suvrit Sra
DBLP: Sra:Suvrit
Contributed to:
201520142014201120102007
2003Wrote 7 papers:
- ICML-2015-MarietS #algorithm #fixpoint #learning #process
- Fixed-point algorithms for learning determinantal point processes (ZM, SS), pp. 2389–2397.
- ICML-c1-2014-AzadiS #multi #probability #towards
- Towards an optimal stochastic alternating direction method of multipliers (SA, SS), pp. 620–628.
- ICML-c2-2014-Lopez-PazSSGS #analysis #component #random
- Randomized Nonlinear Component Analysis (DLP, SS, AJS, ZG, BS), pp. 1359–1367.
- ICML-2011-JimenezS #performance
- Fast Newton-type Methods for Total Variation Regularization (ÁBJ, SS), pp. 313–320.
- ICML-2010-KimSD #algorithm #scalability
- A scalable trust-region algorithm with application to mixed-norm regression (DK, SS, ISD), pp. 519–526.
- ICML-2007-DavisKJSD #learning #metric
- Information-theoretic metric learning (JVD, BK, PJ, SS, ISD), pp. 209–216.
- KDD-2003-BanerjeeDGS #clustering #generative #modelling
- Generative model-based clustering of directional data (AB, ISD, JG, SS), pp. 19–28.