Efficient and practical stochastic subgradient descent for nuclear norm regularization
- Haim Avron
- Satyen Kale
- et al.
- 2012
- ICML 2012
Conference paper
Publications
32 results for Vikas Sindhwani
Large-scale distributed non-negative sparse coding and sparse dictionary learning
- Vikas Sindhwani
- Amol Ghoting
- 2012
- KDD 2012
Conference paperLearning evolving and emerging topics in social media: A dynamic NMF approach with temporal regularization
- Ankan Saha
- Vikas Sindhwani
- 2012
- WSDM 2012
Conference paperEmerging topic detection using dictionary learning
- Shiva Prasad Kasiviswanathan
- Prem Melville
- et al.
- 2011
- CIKM 2011
Conference paperNon-parametric group orthogonal matching pursuit for Sparse Learning with Multiple Kernels
- Vikas Sindhwani
- Aurélie C. Lozano
- 2011
- NeurIPS 2011
Conference paperConcept labeling: Building text classifiers with minimal supervision
- Vijil Chenthamarakshan
- Prem Melville
- et al.
- 2011
- IJCAI 2011
Conference paperVector-valued manifold regularization
- Hà Quang Minh
- Vikas Sindhwani
- 2011
- ICML 2011
Conference paperExtracting insights from social media with large-scale matrix approximations
- Vikas Sindhwani
- Amol Ghoting
- et al.
- 2011
- IBM J. Res. Dev
PaperSystemML: Declarative machine learning on MapReduce
- Amol Ghoting
- Rajasekar Krishnamurthy
- et al.
- 2011
- ICDE 2011
Conference paperBlock variable selection in multivariate regression and high-dimensional causal inference
- Aurélie C. Lozano
- Vikas Sindhwani
- 2010
- NeurIPS 2010
Conference paper