Travelled to:1 × United Kingdom
3 × USA
Collaborated with:H.D.III V.Sindhwani P.Kambadur A.Niculescu-Mizil K.Kavukcuoglu S.Bhatia M.E.Fiuczynski L.L.Peterson
Talks about:learn (3) multi (2) task (2) troubleshoot (1) lightweight (1) framework (1) algorithm (1) spectral (1) approach (1) resolut (1)
Person: Abhishek Kumar
DBLP: Kumar:Abhishek
Contributed to:
201320122011
2008Wrote 5 papers:
- ICML-c1-2013-KumarSK #algorithm #matrix #performance
- Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization (AK, VS, PK), pp. 231–239.
- ICML-2012-KumarD #learning #multi
- Learning Task Grouping and Overlap in Multi-task Learning (AK, HDI), p. 224.
- ICML-2012-KumarNKD #classification #framework #kernel #learning #multi
- A Binary Classification Framework for Two-Stage Multiple Kernel Learning (AK, ANM, KK, HDI), p. 173.
- ICML-2011-KumarD #approach #clustering #multi
- A Co-training Approach for Multi-view Spectral Clustering (AK, HDI), pp. 393–400.
- OSDI-2008-BhatiaKFP #lightweight #monitoring
- Lightweight, High-Resolution Monitoring for Troubleshooting Production Systems (SB, AK, MEF, LLP), pp. 103–116.