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Sujay Sanghavi
- > Home > Persons > Sujay Sanghavi
Publications
- 2014
- [j15]Yudong Chen, Ali Jalali, Sujay Sanghavi, Huan Xu:
Clustering partially observed graphs via convex optimization. J. Mach. Learn. Res. 15(1): 2213-2238 (2014) - 2013
- [j13]Yudong Chen, Ali Jalali, Sujay Sanghavi, Constantine Caramanis:
Low-Rank Matrix Recovery From Errors and Erasures. IEEE Trans. Inf. Theory 59(7): 4324-4337 (2013) - [j12]Ali Jalali, Pradeep Ravikumar, Sujay Sanghavi:
A Dirty Model for Multiple Sparse Regression. IEEE Trans. Inf. Theory 59(12): 7947-7968 (2013) - 2012
- [c27]Ali Jalali, Sujay Sanghavi:
Learning the Dependence Graph of Time Series with Latent Factors. ICML 2012 - [c22]Ali Jalali, Sujay Sanghavi:
Greedy dirty models: A new algorithm for multiple sparse regression. SSP 2012: 416-419 - [i15]Ali Jalali, Sujay Sanghavi:
A New Greedy Algorithm for Multiple Sparse Regression. CoRR abs/1206.1402 (2012) - 2011
- [c20]Ali Jalali, Yudong Chen, Sujay Sanghavi, Huan Xu:
Clustering Partially Observed Graphs via Convex Optimization. ICML 2011: 1001-1008 - [c19]Yudong Chen, Ali Jalali, Sujay Sanghavi, Constantine Caramanis:
Low-rank matrix recovery from errors and erasures. ISIT 2011: 2313-2317 - [c18]Ali Jalali, Pradeep Ravikumar, Vishvas Vasuki, Sujay Sanghavi:
On Learning Discrete Graphical Models using Group-Sparse Regularization. AISTATS 2011: 378-387 - [i12]Yudong Chen, Ali Jalali, Sujay Sanghavi, Constantine Caramanis:
Low-rank Matrix Recovery from Errors and Erasures. CoRR abs/1104.0354 (2011) - [i11]Ali Jalali, Yudong Chen, Sujay Sanghavi, Huan Xu:
Clustering Partially Observed Graphs via Convex Optimization. CoRR abs/1104.4803 (2011) - [i10]Ali Jalali, Sujay Sanghavi:
Learning with Latent Factors in Time Series. CoRR abs/1106.1887 (2011) - [i9]Ali Jalali, Pradeep Ravikumar, Sujay Sanghavi:
A Dirty Model for Multiple Sparse Regression. CoRR abs/1106.5826 (2011) - 2010
- [c15]Ali Jalali, Pradeep Ravikumar, Sujay Sanghavi, Chao Ruan:
A Dirty Model for Multi-task Learning. NIPS 2010: 964-972 - 2009
- [c11]Ali Jalali, David James Love, Sujay Sanghavi, Bertrand M. Hochwald:
Conferencing on trees. CISS 2009: 763-768
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