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Browsing by Author Ge, R

Showing results 1 to 11 of 11
Publication DateArticle TitleAuthor(s)
2016Computing a nonnegative matrix factorization-provablyArora, Sanjeev; Ge, R; Kannan, R; Moitra, A
2012Finding overlapping communities in social networks: Toward a rigorous approachArora, Sanjeev; Ge, R; Sachdeva, S; Schoenebeck, G
2017Generalization and equilibrium in generative adversarial nets (GANs)Arora, Sanjeev; Ge, R; Liang, Y; Ma, T; Zhang, Y
2012Learning topic models - Going beyond SVDArora, Sanjeev; Ge, R; Moitra, A
2014New algorithms for learning incoherent and overcomplete dictionariesArora, Sanjeev; Ge, R; Moitra, A
2016Provable algorithms for inference in topic modelsArora, Sanjeev; Ge, R; Koehler, F; Ma, T; Moitra, A
2014Provable bounds for learning some deep representationsArora, Sanjeev; Bhaskara, A; Ge, R; Ma, T
2017Provable learning of noisy-or networksArora, Sanjeev; Ge, R; Ma, T; Risteski, A
2015Simple, efficient, and neural algorithms for sparse codingArora, Sanjeev; Ge, R; Ma, T; Moitra, A
2018Stronger generalization bounds for deep nets via a compression approachArora, Sanjeev; Ge, R; Neyshabur, B; Zhang, Y
2013Towards a better approximation for SPARSEST CUT?Arora, Sanjeev; Ge, R; Sinop, AK