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Publications of "Michael W. Mahoney" ( http://dblp.L3S.de/Authors/Michael_W._Mahoney )

URL (Homepage):  http://www.stat.berkeley.edu/~mmahoney/  Author page on DBLP  Author page in RDF  Community of Michael W. Mahoney in ASPL-2

Publication years (Num. hits)
2003-2007 (19) 2008-2009 (18) 2010-2011 (21) 2012-2013 (24) 2014-2015 (24) 2016 (32) 2017 (23) 2018 (21) 2019 (34)
Publication types (Num. hits)
article(146) incollection(2) inproceedings(67) proceedings(1)
Venues (Conferences, Journals, ...)
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The graphs summarize 15 occurrences of 11 keywords

Results
Found 217 publication records. Showing 216 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Miles E. Lopes, Shusen Wang, Michael W. Mahoney A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Shusen Wang, Alex Gittens, Michael W. Mahoney Scalable Kernel K-Means Clustering with Nystr"om Approximation: Relative-Error Bounds. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Jey Kottalam, Lisa Gerhardt, Prabhat, Michael F. Ringenburg, Kristyn J. Maschhoff Alchemist: An Apache Spark ⇔ MPI interface. Search on Bibsonomy Concurrency and Computation: Practice and Experience The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney Avoiding Communication in Primal and Dual Block Coordinate Descent Methods. Search on Bibsonomy SIAM J. Scientific Computing The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Michal Derezinski, Feynman Liang, Michael W. Mahoney Bayesian experimental design using regularized determinantal point processes. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Michael W. Mahoney The Difficulties of Addressing Interdisciplinary Challenges at the Foundations of Data Science. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tianjun Zhang, Zhewei Yao, Amir Gholami, Kurt Keutzer, Joseph Gonzalez, George Biros, Michael W. Mahoney ANODEV2: A Coupled Neural ODE Evolution Framework. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1N. Benjamin Erichson, Michael Muehlebach, Michael W. Mahoney Physics-informed Autoencoders for Lyapunov-stable Fluid Flow Prediction. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran OverSketched Newton: Fast Convex Optimization for Serverless Systems. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney Inefficiency of K-FAC for Large Batch Size Training. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zhen Dong, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1N. Benjamin Erichson, Zhewei Yao, Michael W. Mahoney JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1S. Das, Jim Demmel, Kimon Fountoulakis, Laura Grigori, Michael W. Mahoney Parallel and Communication Avoiding Least Angle Regression. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1N. Benjamin Erichson, Lionel Mathelin, Zhewei Yao, Steven L. Brunton, Michael W. Mahoney, J. Nathan Kutz Shallow Learning for Fluid Flow Reconstruction with Limited Sensors and Limited Data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Kai Rothauge, Haripriya Ayyalasomayajula, Kristyn J. Maschhoff, Michael F. Ringenburg, Michael W. Mahoney Running Alchemist on Cray XC and CS Series Supercomputers: Dask and PySpark Interfaces, Deployment Options, and Data Transfer Times. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Kai Rothauge, Zhewei Yao, Zixi Hu, Michael W. Mahoney Residual Networks as Nonlinear Systems: Stability Analysis using Linearization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Michal Derezinski, Michael W. Mahoney Distributed estimation of the inverse Hessian by determinantal averaging. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  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
1Charles H. Martin, Michael W. Mahoney Heavy-Tailed Universality Predicts Trends in Test Accuracies for Very Large Pre-Trained Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Miles E. Lopes, N. Benjamin Erichson, Michael W. Mahoney Bootstrapping the Operator Norm in High Dimensions: Error Estimation for Covariance Matrices and Sketching. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Charles H. Martin, Michael W. Mahoney Traditional and Heavy-Tailed Self Regularization in Neural Network Models. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney Statistical guarantees for local graph clustering. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Michal Derezinski, Kenneth L. Clarkson, Michael W. Mahoney, Manfred K. Warmuth Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Rajiv Khanna, Michael W. Mahoney On Linear Convergence of Weighted Kernel Herding. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
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
1Michael W. Mahoney The Difficulties of Addressing Interdisciplinary Challenges at theFoundations of Data Science. Search on Bibsonomy SIGACT News The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Bo Liu, Liping Jing, Jia Li 0002, Jian Yu, Alex Gittens, Michael W. Mahoney Group Collaborative Representation for Image Set Classification. Search on Bibsonomy International Journal of Computer Vision The full citation details ... 2019 DBLP  DOI  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
1Charles H. Martin, Michael W. Mahoney Statistical Mechanics Methods for Discovering Knowledge from Modern Production Quality Neural Networks. Search on Bibsonomy KDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Peng Xu, Kurt Keutzer, Michael W. Mahoney Trust Region Based Adversarial Attack on Neural Networks. Search on Bibsonomy CVPR The full citation details ... 2019 DBLP  BibTeX  RDF
1Michal Derezinski, Kenneth L. Clarkson, Michael W. Mahoney, Manfred K. Warmuth Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression. Search on Bibsonomy COLT The full citation details ... 2019 DBLP  BibTeX  RDF
1Michael W. Mahoney, Charles Martin Traditional and Heavy Tailed Self Regularization in Neural Network Models. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Noah Golmant, Nikita Vemuri, Zhewei Yao, Vladimir Feinberg, Amir Gholami, Kai Rothauge, Michael W. Mahoney, Joseph Gonzalez On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Jey Kottalam, Lisa Gerhardt, Prabhat, Michael F. Ringenburg, Kristyn J. Maschhoff Alchemist: An Apache Spark MPI Interface. Search on Bibsonomy CoRR The full citation details ... 2018 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
1Norman Mu, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney Parameter Re-Initialization through Cyclical Batch Size Schedules. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Charles H. Martin, Michael W. Mahoney Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning. 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
1Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney Large batch size training of neural networks with adversarial training and second-order information. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney Hessian-based Analysis of Large Batch Training and Robustness to Adversaries. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Peng Xu, Kurt Keutzer, Michael W. Mahoney Trust Region Based Adversarial Attack on Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Lisa Gerhardt, Prabhat, Jey Kottalam, Michael F. Ringenburg, Kristyn J. Maschhoff Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Kimon Fountoulakis, David F. Gleich, Michael W. Mahoney A Short Introduction to Local Graph Clustering Methods and Software. 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
1Miles E. Lopes, Shusen Wang, Michael W. Mahoney Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Lisa Gerhardt, Prabhat, Jey Kottalam, Michael F. Ringenburg, Kristyn J. Maschhoff Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. Search on Bibsonomy IPDPS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney Hessian-based Analysis of Large Batch Training and Robustness to Adversaries. Search on Bibsonomy NeurIPS 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
1Evgheniy Faerman, Felix Borutta, Kimon Fountoulakis, Michael W. Mahoney LASAGNE: Locality and Structure Aware Graph Node Embedding. Search on Bibsonomy WI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Miles E. Lopes, Shusen Wang, Michael W. Mahoney Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap. 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
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
1Jiyan Yang, Yin-Lam Chow, Christopher Ré, Michael W. Mahoney Weighted SGD for $\ell_p$ Regression with Randomized Preconditioning. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Shusen Wang, Alex Gittens, Michael W. Mahoney Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland DCAR: A Discriminative and Compact Audio Representation for Audio Processing. Search on Bibsonomy IEEE Trans. Multimedia The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shusen Wang, Alex Gittens, Michael W. Mahoney Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds. Search on Bibsonomy CoRR The full citation details ... 2017 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
1Petros Drineas, Michael W. Mahoney Lectures on Randomized Numerical Linear Algebra. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization. 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
1Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov Social Discrete Choice Models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Shusen Wang, Alex Gittens, Michael W. Mahoney Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging. 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
1Di Wang 0005, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, Satish Rao Capacity Releasing Diffusion for Speed and Locality. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi 0002, David Culler, Pieter Abbeel A Berkeley View of Systems Challenges for AI. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Evgheniy Faerman, Felix Borutta, Kimon Fountoulakis, Michael W. Mahoney LASAGNE: Locality And Structure Aware Graph Node Embedding. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Charles H. Martin, Michael W. Mahoney Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Miles E. Lopes, Shusen Wang, Michael W. Mahoney A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Kimon Fountoulakis, David F. Gleich, Michael W. Mahoney An Optimization Approach to Locally-Biased Graph Algorithms. Search on Bibsonomy Proceedings of the IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Thomas A. Courtade, Ananth Grama, Michael W. Mahoney, Tsachy Weissman Principles and Applications of Science of Information. Search on Bibsonomy Proceedings of the IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Lucas G. S. Jeub, Michael W. Mahoney, Peter J. Mucha, Mason A. Porter A local perspective on community structure in multilayer networks. Search on Bibsonomy Network Science The full citation details ... 2017 DBLP  DOI  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
1Shusen Wang, Alex Gittens, Michael W. Mahoney Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Di Wang 0005, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, Satish Rao Capacity Releasing Diffusion for Speed and Locality. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Alex Gittens, Dimitris Achlioptas, Michael W. Mahoney Skip-Gram - Zipf + Uniform = Vector Additivity. Search on Bibsonomy ACL (1) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aaron B. Adcock, Blair D. Sullivan, Michael W. Mahoney Tree decompositions and social graphs. Search on Bibsonomy Internet Mathematics The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Garvesh Raskutti, Michael W. Mahoney A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Alex Gittens, Michael W. Mahoney Revisiting the Nystrom Method for Improved Large-scale Machine Learning. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Haim Avron, Vikas Sindhwani, Jiyan Yang, Michael W. Mahoney Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Ravindran Kannan, Michael W. Mahoney, David P. Woodruff Recent Advances in Randomized Numerical Linear Algebra (NII Shonan Meeting 2016-10). Search on Bibsonomy NII Shonan Meet. Rep. The full citation details ... 2016 DBLP  BibTeX  RDF
1Michael W. Mahoney Lecture Notes on Randomized Linear Algebra. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1David Lawlor, Tamás Budavári, Michael W. Mahoney Mapping the Similarities of Spectra: Global and Locally-biased Approaches to SDSS Galaxy Data. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Nate Veldt, David F. Gleich, Michael W. Mahoney A Simple and Strongly-Local Flow-Based Method for Cut Improvement. Search on Bibsonomy CoRR The full citation details ... 2016 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
1Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland DCAR: A Discriminative and Compact Audio Representation to Improve Event Detection. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney Avoiding communication in primal and dual block coordinate descent methods. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Alex Gittens, Aditya Devarakonda, Evan Racah, Michael F. Ringenburg, Lisa Gerhardt, Jey Kottalam, Jialin Liu, Kristyn J. Maschhoff, Shane Canon, Jatin Chhugani, Pramod Sharma, Jiyan Yang, James Demmel, Jim Harrell, Venkat Krishnamurthy, Michael W. Mahoney, Prabhat Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies. 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
1Kimon Fountoulakis, David F. Gleich, Michael W. Mahoney An optimization approach to locally-biased graph 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
1Michael W. Mahoney Lecture Notes on Spectral Graph Methods. 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
1Petros Drineas, Michael W. Mahoney RandNLA: randomized numerical linear algebra. Search on Bibsonomy Commun. ACM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jiyan Yang, Xiangrui Meng, Michael W. Mahoney Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments. Search on Bibsonomy Proceedings of the IEEE The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail, Michael W. Mahoney, Xiangrui Meng, David P. Woodruff The Fast Cauchy Transform and Faster Robust Linear Regression. Search on Bibsonomy SIAM J. Comput. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Michael W. Mahoney, Petros Drineas Structural Properties Underlying High-Quality Randomized Numerical Linear Algebra Algorithms. Search on Bibsonomy Handbook of Big Data The full citation details ... 2016 DBLP  BibTeX  RDF
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