Search Results for author: Soumyadeep Chatterjee

Found 2 papers, 0 papers with code

Multi-task Sparse Structure Learning

no code implementations1 Sep 2014 Andre R. Goncalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee

We illustrate the effectiveness of the proposed model on a variety of synthetic and benchmark datasets for regression and classification.

General Classification Multi-Task Learning +1

Generalized Dantzig Selector: Application to the k-support norm

no code implementations NeurIPS 2014 Soumyadeep Chatterjee, Sheng Chen, Arindam Banerjee

For statistical analysis, we provide upper bounds for the Gaussian widths needed in the GDS analysis, yielding the first statistical recovery guarantee for estimation with the $k$-support norm.

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