Pegasos: primal estimated sub-gradient solver for SVM
Shalev-Shwartz, Shai, Singer, Yoram, Srebro, Nathan, Cotter, Andrew
Published in Mathematical programming (01.03.2011)
Published in Mathematical programming (01.03.2011)
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Journal Article
Pegasos: primal estimated sub-gradient solver for SVM
Shalev-Shwartz, Shai, Singer, Yoram, Srebro, Nathan, Cotter, Andrew
Published in Mathematical programming (01.03.2011)
Published in Mathematical programming (01.03.2011)
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Journal Article
Trading Accuracy for Sparsity in Optimization Problems with Sparsity Constraints
Shalev-Shwartz, Shai, Srebro, Nathan, Zhang, Tong
Published in SIAM journal on optimization (01.01.2010)
Published in SIAM journal on optimization (01.01.2010)
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Journal Article
Lower bounds for non-convex stochastic optimization
Arjevani, Yossi, Carmon, Yair, Duchi, John C., Foster, Dylan J., Srebro, Nathan, Woodworth, Blake
Published in Mathematical programming (01.05.2023)
Published in Mathematical programming (01.05.2023)
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Journal Article
Data-Dependent Convergence for Consensus Stochastic Optimization
Bijral, Avleen S., Sarwate, Anand D., Srebro, Nathan
Published in IEEE transactions on automatic control (01.09.2017)
Published in IEEE transactions on automatic control (01.09.2017)
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Journal Article
Sparse Data Reconstruction, Missing Value and Multiple Imputation through Matrix Factorization
Sengupta, Nandana, Udell, Madeleine, Srebro, Nathan, Evans, James
Published in Sociological methodology (01.02.2023)
Published in Sociological methodology (01.02.2023)
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Journal Article
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
Learning Bounds for Support Vector Machines with Learned Kernels
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Book Chapter
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