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Raman Arora

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Visual Robot Task Planning

Mar 30, 2018
Chris Paxton, Yotam Barnoy, Kapil Katyal, Raman Arora, Gregory D. Hager

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Understanding Deep Neural Networks with Rectified Linear Units

Feb 28, 2018
Raman Arora, Amitabh Basu, Poorya Mianjy, Anirbit Mukherjee

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Stochastic Approximation for Canonical Correlation Analysis

Feb 26, 2018
Raman Arora, Teodor V. Marinov, Poorya Mianjy, Nathan Srebro

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On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About Its Nonsmooth Loss Function

Feb 14, 2018
Xingguo Li, Haoming Jiang, Jarvis Haupt, Raman Arora, Han Liu, Mingyi Hong, Tuo Zhao

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Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization

Jan 20, 2018
Xingguo Li, Junwei Lu, Raman Arora, Jarvis Haupt, Han Liu, Zhaoran Wang, Tuo Zhao

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Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction

Dec 23, 2017
Xingguo Li, Raman Arora, Han Liu, Jarvis Haupt, Tuo Zhao

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On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization

Nov 22, 2017
Xingguo Li, Tuo Zhao, Raman Arora, Han Liu, Mingyi Hong

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Learning to Imagine Manipulation Goals for Robot Task Planning

Nov 09, 2017
Chris Paxton, Kapil Katyal, Christian Rupprecht, Raman Arora, Gregory D. Hager

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Deep Generalized Canonical Correlation Analysis

Jun 15, 2017
Adrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang, Raman Arora

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Disease Trajectory Maps

Jun 29, 2016
Peter Schulam, Raman Arora

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