Distributed stochastic optimization and learning
Shamir, Ohad, Srebro, Nathan
Published in 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2014)
Published in 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2014)
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Conference Proceeding
Implicit Regularization in Matrix Factorization
Gunasekar, Suriya, Woodworth, Blake, Bhojanapalli, Srinadh, Neyshabur, Behnam, Srebro, Nathan
Published in 2018 Information Theory and Applications Workshop (ITA) (01.02.2018)
Published in 2018 Information Theory and Applications Workshop (ITA) (01.02.2018)
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Conference Proceeding
Stochastic optimization for deep CCA via nonlinear orthogonal iterations
Weiran Wang, Arora, Raman, Livescu, Karen, Srebro, Nathan
Published in 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2015)
Published in 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2015)
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Conference Proceeding
Stochastic optimization for PCA and PLS
Arora, R., Cotter, A., Livescu, K., Srebro, N.
Published in 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.10.2012)
Published in 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.10.2012)
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Conference Proceeding
Data-dependent bounds on network gradient descent
Bijral, Avleen, Sarwate, Anand D., Srebro, Nathan
Published in 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2016)
Published in 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (01.09.2016)
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Conference Proceeding