Quasi-Monte Carlo feature maps for shift-invariant kernels
- Jiyan Yang
- Vikas Sindhwani
- et al.
- 2014
- ICML 2014
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32 results for Vikas Sindhwani
Sketching structured matrices for faster nonlinear regression
- Haim Avron
- Vikas Sindhwani
- et al.
- 2013
- NeurIPS 2013
Fast conical hull algorithms for near-separable non-negative matrix factorization
- Abhishek Kumar
- Vikas Sindhwani
- et al.
- 2013
- ICML 2013
Efficient and practical stochastic subgradient descent for nuclear norm regularization
- Haim Avron
- Satyen Kale
- et al.
- 2012
- ICML 2012
Non-parametric group orthogonal matching pursuit for Sparse Learning with Multiple Kernels
- Vikas Sindhwani
- Aurélie C. Lozano
- 2011
- NeurIPS 2011
Vector-valued manifold regularization
- Hà Quang Minh
- Vikas Sindhwani
- 2011
- ICML 2011
Block variable selection in multivariate regression and high-dimensional causal inference
- Aurélie C. Lozano
- Vikas Sindhwani
- 2010
- NeurIPS 2010
Uncertainty sampling and transductive experimental design for active dual supervision
- Vikas Sindhwani
- Prem Melville
- et al.
- 2009
- ICML 2009
Uncertainty sampling and transductive experimental design for active dual supervision
- Vikas Sindhwani
- Prem Melville
- et al.
- 2009
- ICML 2009
Regularized co-clustering with dual supervision
- Vikas Sindhwani
- Jianying Hu
- et al.
- 2008
- NeurIPS 2008