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Publications of Daniel Hsu 0001 Daniel J. Hsu ( http://dblp.L3S.de/Authors/Daniel_Hsu_0001 )

URL (Homepage):  http://www.cs.columbia.edu/~djhsu/  Author page on DBLP  Author page in RDF  Community of Daniel Hsu 0001 in ASPL-2

Publication years (Num. hits)
2006-2010 (18) 2011-2012 (30) 2013-2014 (21) 2015-2016 (22) 2017-2018 (23) 2019 (2)
Publication types (Num. hits)
article(67) inproceedings(48) phdthesis(1)
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Found 117 publication records. Showing 116 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Mikhail Belkin, Daniel Hsu 0001, Ji Xu Two models of double descent for weak features. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alexandr Andoni, Rishabh Dudeja, Daniel Hsu 0001, Kiran Vodrahalli Attribute-efficient learning of monomials over highly-correlated variables. Search on Bibsonomy ALT The full citation details ... 2019 DBLP  BibTeX  RDF
1Michal Derezinski, Manfred K. Warmuth, Daniel Hsu 0001 Correcting the bias in least squares regression with volume-rescaled sampling. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mikhail Belkin, Daniel Hsu 0001, Siyuan Ma, Soumik Mandal Reconciling modern machine learning and the bias-variance trade-off. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mathias Lécuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel Hsu 0001, Suman Jana On the Connection between Differential Privacy and Adversarial Robustness in Machine Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ji Xu, Daniel Hsu 0001, Arian Maleki Benefits of over-parameterization with EM. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Michal Derezinski, Manfred K. Warmuth, Daniel Hsu 0001 Tail bounds for volume sampled linear regression. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mikhail Belkin, Daniel Hsu 0001, Partha Mitra Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Arushi Gupta, José Manuel Zorrilla Matilla, Daniel Hsu 0001, Zoltán Haiman Non-Gaussian information from weak lensing data via deep learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Rishabh Dudeja, Daniel Hsu 0001 Learning Single-Index Models in Gaussian Space. Search on Bibsonomy COLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Mikhail Belkin, Daniel J. Hsu, Partha Mitra Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Michal Derezinski, Manfred K. Warmuth, Daniel J. Hsu Leveraged volume sampling for linear regression. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Ji Xu, Daniel J. Hsu, Arian Maleki Benefits of over-parameterization with EM. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Arushi Gupta, Daniel Hsu 0001 Parameter identification in Markov chain choice models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Arushi Gupta, Daniel Hsu 0001 Parameter identification in Markov chain choice models. Search on Bibsonomy ALT The full citation details ... 2017 DBLP  BibTeX  RDF
1Cun Mu, Daniel J. Hsu, Donald Goldfarb Greedy Approaches to Symmetric Orthogonal Tensor Decomposition. Search on Bibsonomy SIAM J. Matrix Analysis Applications The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Cun Mu, Daniel J. Hsu, Donald Goldfarb Successive Rank-One Approximations for Nearly Orthogonally Decomposable Symmetric Tensors. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Daniel J. Hsu, Kevin Shi, Xiaorui Sun Linear regression without correspondence. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Alexandr Andoni, Javad Ghaderi, Daniel J. Hsu, Dan Rubenstein, Omri Weinstein Coding with asymmetric prior knowledge. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins 0001, Daniel J. Hsu, Brian Kingsbury, Michael Picheny, Fei Sha Kernel Approximation Methods for Speech Recognition. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Cun Mu, Daniel J. Hsu, Donald Goldfarb Greedy Approaches to Symmetric Orthogonal Tensor Decomposition. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Daniel J. Hsu, Aryeh Kontorovich, David A. Levin, Yuval Peres, Csaba Szepesvári Mixing time estimation in reversible Markov chains from a single sample path. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Daniel J. Hsu, Kevin Shi, Xiaorui Sun Linear regression without correspondence. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Alexandr Andoni, Daniel J. Hsu, Kevin Shi, Xiaorui Sun Correspondence retrieval. Search on Bibsonomy COLT The full citation details ... 2017 DBLP  BibTeX  RDF
1Florian Tramèr, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, Jean-Pierre Hubaux, Mathias Humbert, Ari Juels, Huang Lin FairTest: Discovering Unwarranted Associations in Data-Driven Applications. Search on Bibsonomy EuroS&P The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karl Stratos, Michael Collins 0001, Daniel J. Hsu Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models. Search on Bibsonomy TACL The full citation details ... 2016 DBLP  BibTeX  RDF
1Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Chicheng Zhang Search Improves Label for Active Learning. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Ji Xu, Daniel J. Hsu, Arian Maleki Global analysis of Expectation Maximization for mixtures of two Gaussians. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Daniel J. Hsu, Matus Telgarsky Greedy bi-criteria approximations for k-medians and k-means. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Haris Aziz 0001, Elias Bareinboim, Yejin Choi, Daniel J. Hsu, Shivaram Kalyanakrishnan, Reshef Meir, Suchi Saria, Gerardo I. Simari, Lirong Xia, William Yeoh 0001 AI's 10 to Watch. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Daniel J. Hsu, Sivan Sabato Loss Minimization and Parameter Estimation with Heavy Tails. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2016 DBLP  BibTeX  RDF
1Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Chicheng Zhang Search Improves Label for Active Learning. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Ji Xu, Daniel J. Hsu, Arian Maleki Global Analysis of Expectation Maximization for Mixtures of Two Gaussians. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Avner May, Michael Collins 0001, Daniel J. Hsu, Brian Kingsbury Compact kernel models for acoustic modeling via random feature selection. Search on Bibsonomy ICASSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Anima Anandkumar, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Yi-Kai Liu A Spectral Algorithm for Latent Dirichlet Allocation. Search on Bibsonomy Algorithmica The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Cun Mu, Daniel J. Hsu, Donald Goldfarb Successive Rank-One Approximations for Nearly Orthogonally Decomposable Symmetric Tensors. Search on Bibsonomy SIAM J. Matrix Analysis Applications The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu, John Langford 0001, Robert E. Schapire Efficient and Parsimonious Agnostic Active Learning. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Florian Tramèr, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, Jean-Pierre Hubaux, Mathias Humbert, Ari Juels, Huang Lin Discovering Unwarranted Associations in Data-Driven Applications with the FairTest Testing Toolkit. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Daniel J. Hsu, Aryeh Kontorovich, Csaba Szepesvári Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Sivan Sabato, Shai Shalev-Shwartz, Nathan Srebro, Daniel J. Hsu, Tong Zhang 0001 Learning sparse low-threshold linear classifiers. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2015 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Majid Janzamin, Sham Kakade When are overcomplete topic models identifiable? uniqueness of tensor tucker decompositions with structured sparsity. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2015 DBLP  BibTeX  RDF
1Karl Stratos, Michael Collins 0001, Daniel J. Hsu Model-based Word Embeddings from Decompositions of Count Matrices. Search on Bibsonomy ACL (1) The full citation details ... 2015 DBLP  BibTeX  RDF
1Mathias Lécuyer, Riley Spahn, Yannis Spiliopolous, Augustin Chaintreau, Roxana Geambasu, Daniel J. Hsu Sunlight: Fine-grained Targeting Detection at Scale with Statistical Confidence. Search on Bibsonomy ACM Conference on Computer and Communications Security The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Y. Cem Sübakan, Johannes Traa, Paris Smaragdis, Daniel J. Hsu Method of moments learning for left-to-right Hidden Markov models. Search on Bibsonomy WASPAA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu, John Langford 0001, Robert E. Schapire Efficient and Parsimonious Agnostic Active Learning. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Daniel J. Hsu, Aryeh Kontorovich, Csaba Szepesvári Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Anima Anandkumar, Rong Ge 0001, Daniel J. Hsu, Sham M. Kakade, Matus Telgarsky Tensor Decompositions for Learning Latent Variable Models (A Survey for ALT). Search on Bibsonomy ALT The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 Random Design Analysis of Ridge Regression. Search on Bibsonomy Foundations of Computational Mathematics The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Kamalika Chaudhuri, Daniel J. Hsu, Shuang Song The Large Margin Mechanism for Differentially Private Maximization. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Matus Telgarsky Scalable Nonlinear Learning with Adaptive Polynomial Expansions. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Daniel J. Hsu Weighted sampling of outer products. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Daniel J. Hsu, Satyen Kale, John Langford 0001, Lihong Li 0001, Robert E. Schapire Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Animashree Anandkumar, Rong Ge 0001, Daniel J. Hsu, Sham M. Kakade A tensor approach to learning mixed membership community models. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2014 DBLP  BibTeX  RDF
1Animashree Anandkumar, Rong Ge 0001, Daniel J. Hsu, Sham M. Kakade, Matus Telgarsky Tensor decompositions for learning latent variable models. Search on Bibsonomy Journal of Machine Learning Research The full citation details ... 2014 DBLP  BibTeX  RDF
1Kamalika Chaudhuri, Daniel J. Hsu, Shuang Song The Large Margin Mechanism for Differentially Private Maximization. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Matus J. Telgarsky Scalable Non-linear Learning with Adaptive Polynomial Expansions. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sivan Sabato Heavy-tailed regression with a generalized median-of-means. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Daniel J. Hsu, Satyen Kale, John Langford 0001, Lihong Li 0001, Robert E. Schapire Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Karl Stratos, Do-kyum Kim, Michael Collins 0001, Daniel J. Hsu A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. Search on Bibsonomy UAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Alekh Agarwal, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Alexander Rakhlin Stochastic Convex Optimization with Bandit Feedback. Search on Bibsonomy SIAM Journal on Optimization The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Daniel J. Hsu, Sivan Sabato Approximate loss minimization with heavy tails. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Anima Anandkumar, Rong Ge 0001, Daniel J. Hsu, Sham M. Kakade A Tensor Spectral Approach to Learning Mixed Membership Community Models Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Majid Janzamin, Sham Kakade When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade Learning mixtures of spherical gaussians: moment methods and spectral decompositions. Search on Bibsonomy ITCS The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1James Y. Zou, Daniel J. Hsu, David C. Parkes, Ryan Prescott Adams Contrastive Learning Using Spectral Methods. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Anima Anandkumar, Daniel J. Hsu, Majid Janzamin, Sham M. Kakade When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Adel Javanmard, Sham Kakade Learning Linear Bayesian Networks with Latent Variables. Search on Bibsonomy ICML (1) The full citation details ... 2013 DBLP  BibTeX  RDF
1Animashree Anandkumar, Rong Ge 0001, Daniel J. Hsu, Sham Kakade A Tensor Spectral Approach to Learning Mixed Membership Community Models. Search on Bibsonomy COLT The full citation details ... 2013 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 A spectral algorithm for learning Hidden Markov Models. Search on Bibsonomy J. Comput. Syst. Sci. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Sivan Sabato, Shai Shalev-Shwartz, Nathan Srebro, Daniel J. Hsu, Tong Zhang 0001 Learning Sparse Low-Threshold Linear Classifiers Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Sham M. Kakade A Method of Moments for Mixture Models and Hidden Markov Models Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Adel Javanmard, Sham M. Kakade Learning Linear Bayesian Networks with Latent Variables Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Sham M. Kakade Learning High-Dimensional Mixtures of Graphical Models Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 Analysis of a randomized approximation scheme for matrix multiplication Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Animashree Anandkumar, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Yi-Kai Liu Two SVDs Suffice: Spectral decompositions for probabilistic topic modeling and latent Dirichlet allocation Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade Learning Gaussian Mixture Models: Moment Methods and Spectral Decompositions Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Sanjoy Dasgupta, Daniel J. Hsu, Nakul Verma A concentration theorem for projections. Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Kamalika Chaudhuri, Yoav Freund, Daniel J. Hsu An Online Learning-based Framework for Tracking Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Percy Liang Identifiability and Unmixing of Latent Parse Trees Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Anima Anandkumar, Rong Ge 0001, Daniel J. Hsu, Sham M. Kakade, Matus Telgarsky Tensor decompositions for learning latent variable models Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Sham M. Kakade A Method of Moments for Mixture Models and Hidden Markov Models. Search on Bibsonomy COLT The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 Random Design Analysis of Ridge Regression. Search on Bibsonomy COLT The full citation details ... 2012 DBLP  BibTeX  RDF
1Animashree Anandkumar, Daniel J. Hsu, Furong Huang, Sham Kakade Learning Mixtures of Tree Graphical Models. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Anima Anandkumar, Dean P. Foster, Daniel J. Hsu, Sham Kakade, Yi-Kai Liu A Spectral Algorithm for Latent Dirichlet Allocation. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Percy Liang Identifiability and Unmixing of Latent Parse Trees. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Kamalika Chaudhuri, Daniel J. Hsu Convergence Rates for Differentially Private Statistical Estimation. Search on Bibsonomy ICML The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 Robust Matrix Decomposition With Sparse Corruptions. Search on Bibsonomy IEEE Trans. Information Theory The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Animashree Anandkumar, Kamalika Chaudhuri, Daniel J. Hsu, Sham M. Kakade, Le Song, Tong Zhang 0001 Spectral Methods for Learning Multivariate Latent Tree Structure Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 Dimension-free tail inequalities for sums of random matrices. Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Miroslav Dudík, Daniel J. Hsu, Satyen Kale, Nikos Karampatziakis, John Langford 0001, Lev Reyzin, Tong Zhang 0001 Efficient Optimal Learning for Contextual Bandits Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Daniel J. Hsu, Nikos Karampatziakis, John Langford 0001, Alexander J. Smola Parallel Online Learning Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 An Analysis of Random Design Linear Regression Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 A tail inequality for quadratic forms of subgaussian random vectors Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Alexander Rakhlin Stochastic convex optimization with bandit feedback Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Kamalika Chaudhuri, Daniel J. Hsu Sample Complexity Bounds for Differentially Private Learning. Search on Bibsonomy COLT The full citation details ... 2011 DBLP  BibTeX  RDF
1Alekh Agarwal, Dean P. Foster, Daniel J. Hsu, Sham M. Kakade, Alexander Rakhlin Stochastic convex optimization with bandit feedback. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Animashree Anandkumar, Kamalika Chaudhuri, Daniel J. Hsu, Sham M. Kakade, Le Song, Tong Zhang 0001 Spectral Methods for Learning Multivariate Latent Tree Structure. Search on Bibsonomy NIPS The full citation details ... 2011 DBLP  BibTeX  RDF
1Miroslav Dudík, Daniel J. Hsu, Satyen Kale, Nikos Karampatziakis, John Langford 0001, Lev Reyzin, Tong Zhang 0001 Efficient Optimal Learning for Contextual Bandits. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Alina Beygelzimer, Daniel J. Hsu, John Langford 0001, Tong Zhang 0001 Agnostic Active Learning Without Constraints Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
1Daniel J. Hsu, Sham M. Kakade, Tong Zhang 0001 Robust Matrix Decomposition with Outliers Search on Bibsonomy CoRR The full citation details ... 2010 DBLP  BibTeX  RDF
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