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Publications of Fred Roosta Farbod Roosta-Khorasani Fred (Farbod) Roosta ( http://dblp.L3S.de/Authors/Fred_Roosta )

Publication years (Num. hits)
2013-2017 (18) 2018-2019 (15)
Publication types (Num. hits)
article(25) inproceedings(8)
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Found 34 publication records. Showing 33 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Farbod Roosta-Khorasani, Michael W. Mahoney Sub-sampled Newton methods. Search on Bibsonomy Math. Program. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Kimon Fountoulakis, Farbod Roosta-Khorasani, Julian Shun, Xiang Cheng, Michael W. Mahoney Variational perspective on local graph clustering. Search on Bibsonomy Math. Program. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Rixon Crane, Fred (Farbod) Roosta DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Liam Hodgkinson, Robert Salomone, Fred (Farbod) Roosta Implicit Langevin Algorithms for Sampling From Log-concave Densities. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sudhir B. Kylasa, Fred (Farbod) Roosta, Michael W. Mahoney, Ananth Grama GPU Accelerated Sub-Sampled Newton's Method for Convex Classification Problems. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Russell Tsuchida, Fred (Farbod) Roosta, Marcus Gallagher Exchangeability and Kernel Invariance in Trained MLPs. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Keith Levin, Fred Roosta, Minh Tang, Michael W. Mahoney, Carey E. Priebe Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Chih-Hao Fang, Sudhir B. Kylasa, Farbod Roosta-Khorasani, Michael W. Mahoney, Ananth Grama Distributed Second-order Convex Optimization. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Sudhir B. Kylasa, Farbod Roosta-Khorasani, Michael W. Mahoney, Ananth Grama GPU Accelerated Sub-Sampled Newton\textsf{'}s Method. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Shusen Wang, Farbod Roosta-Khorasani, Peng Xu, Michael W. Mahoney GIANT: Globally Improved Approximate Newton Method for Distributed Optimization. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Russell Tsuchida, Farbod Roosta-Khorasani, Marcus Gallagher Invariance of Weight Distributions in Rectified MLPs. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Keith Levin, Farbod Roosta-Khorasani, Michael W. Mahoney, Carey E. Priebe Out-of-sample extension of graph adjacency spectral embedding. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Russell Tsuchida, Fred (Farbod) Roosta, Marcus Gallagher Exchangeability and Kernel Invariance in Trained MLPs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Fred (Farbod) Roosta, Yang Liu, Peng Xu, Michael W. Mahoney Newton-MR: Newton's Method Without Smoothness or Convexity. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiang Cheng, Fred (Farbod) Roosta, Stefan Palombo, Peter L. Bartlett, Michael W. Mahoney FLAG n' FLARE: Fast Linearly-Coupled Adaptive Gradient Methods. Search on Bibsonomy AISTATS The full citation details ... 2018 DBLP  BibTeX  RDF
1Peng Xu, Farbod Roosta-Khorasani, Michael W. Mahoney Newton-Type Methods for Non-Convex Optimization Under Inexact Hessian Information. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Peng Xu, Farbod Roosta-Khorasani, Michael W. Mahoney Second-Order Optimization for Non-Convex Machine Learning: An Empirical Study. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Shusen Wang, Farbod Roosta-Khorasani, Peng Xu, Michael W. Mahoney GIANT: Globally Improved Approximate Newton Method for Distributed Optimization. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Russell Tsuchida, Farbod Roosta-Khorasani, Marcus Gallagher Invariance of Weight Distributions in Rectified MLPs. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Kristofer E. Bouchard, Alejandro F. Bujan, Farbod Roosta-Khorasani, Shashanka Ubaru, Prabhat, Antoine Snijders, Jian-Hua Mao, Edward Chang, Michael W. Mahoney, Sharmodeep Bhattacharyya Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Farbod Roosta-Khorasani, Michael W. Mahoney Sub-Sampled Newton Methods II: Local Convergence Rates. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Julian Shun, Farbod Roosta-Khorasani, Kimon Fountoulakis, Michael W. Mahoney Parallel Local Graph Clustering. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Farbod Roosta-Khorasani, Michael W. Mahoney Sub-Sampled Newton Methods I: Globally Convergent Algorithms. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Xiang Cheng, Farbod Roosta-Khorasani, Peter L. Bartlett, Michael W. Mahoney FLAG: Fast Linearly-Coupled Adaptive Gradient Method. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Julian Shun, Farbod Roosta-Khorasani, Kimon Fountoulakis, Michael W. Mahoney Parallel Local Graph Clustering. (PDF / PS) Search on Bibsonomy PVLDB The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Peng Xu, Jiyan Yang, Farbod Roosta-Khorasani, Christopher Ré, Michael W. Mahoney Sub-sampled Newton Methods with Non-uniform Sampling. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Farbod Roosta-Khorasani, Uri M. Ascher Improved Bounds on Sample Size for Implicit Matrix Trace Estimators. Search on Bibsonomy Foundations of Computational Mathematics The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Farbod Roosta-Khorasani, Gábor J. Székely, Uri M. Ascher Assessing Stochastic Algorithms for Large Scale Nonlinear Least Squares Problems Using Extremal Probabilities of Linear Combinations of Gamma Random Variables. Search on Bibsonomy SIAM/ASA J. Uncertain. Quantification The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Farbod Roosta-Khorasani, Kees van den Doel, Uri M. Ascher Stochastic Algorithms for Inverse Problems Involving PDEs and many Measurements. Search on Bibsonomy SIAM J. Scientific Computing The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Farbod Roosta-Khorasani, Gábor J. Székely, Uri M. Ascher Assessing stochastic algorithms for large scale nonlinear least squares problems using extremal probabilities of linear combinations of gamma random variables. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Uri M. Ascher, Farbod Roosta-Khorasani Algorithms that satisfy a stopping criterion, probably. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Farbod Roosta-Khorasani, Uri M. Ascher Improved bounds on sample size for implicit matrix trace estimators. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Farbod Roosta-Khorasani, Kees van den Doel, Uri M. Ascher Data completion and stochastic algorithms for PDE inversion problems with many measurements. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
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