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All publications by Ping Li
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Adaptive Stochastic Alternating Direction Method of Multipliers
Peilin Zhao, Jinwei Yang, Tong Zhang and Ping Li
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


b-bit Marginal Regression
Martin Slawski and Ping Li
Advances in Neural Information Processing Systems 28, 2015


Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices
Martin Slawski, Ping Li and Matthias Hein
Advances in Neural Information Processing Systems 28, 2015


Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization
Xiaotong Yuan, Ping Li and Tong Zhang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Coding for Random Projections
Ping Li, Michael Mitzenmacher and Anshumali Shrivastava
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Densifying One Permutation Hashing via Rotation for Fast Near Neighbor Search
Anshumali Shrivastava and Ping Li
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Online Optimization for Max-Norm Regularization
Jie Shen, Huan Xu and Ping Li
Advances in Neural Information Processing Systems 27, 2014


Recovery of Coherent Data via Low-Rank Dictionary Pursuit
Guangcan Liu and Ping Li
Advances in Neural Information Processing Systems 27, 2014


Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)
Anshumali Shrivastava and Ping Li
Advances in Neural Information Processing Systems 27, 2014


Beyond Pairwise: Provably Fast Algorithms for Approximate k-Way Similarity Search
Anshumali Shrivastava and Ping Li
Advances in Neural Information Processing Systems 26, 2013


Sign Cauchy Projections and Chi-Square Kernel
Ping Li, Gennady Samorodnitsk and John Hopcroft
Advances in Neural Information Processing Systems 26, 2013


Entropy Estimations Using Correlated Symmetric Stable Random Projections
Ping Li and Cun-hui Zhang
Advances in Neural Information Processing Systems 25, 2012


One Permutation Hashing
Ping Li, Art Owen and Cun-hui Zhang
Advances in Neural Information Processing Systems 25, 2012


Testing for Membership to the IFRA and the NBU Classes of Distributions
Radhendushka Srivastava, Ping Li and Debasis Sengupta
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Hashing Algorithms for Large-Scale Learning
Ping Li, Anshumali Shrivastava, Joshua L. Moore and Arnd C. K├Ânig
Advances in Neural Information Processing Systems 24, 2011


b-Bit Minwise Hashing for Estimating Three-Way Similarities
Ping Li, Arnd Konig and Wenhao Gui
Advances in Neural Information Processing Systems 23, 2010


ABC-boost: adaptive base class boost for multi-class classification
Ping Li
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


One sketch for all: Theory and Application of Conditional Random Sampling
Ping Li, Kenneth W. Church and Trevor J. Hastie
Advances in Neural Information Processing Systems 21, 2008


McRank: Learning to Rank Using Multiple Classification and Gradient Boosting
Ping Li, Qiang Wu and Christopher J. Burges
Advances in Neural Information Processing Systems 20, 2007


A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections
Ping Li and Trevor J. Hastie
Advances in Neural Information Processing Systems 20, 2007


Nonlinear Estimators and Tail Bounds for Dimension Reduction in {\it l}$_{\mbox{1}}$ Using Cauchy Random Projections
Ping Li, Trevor Hastie and Kenneth W. Church
Journal of Machine Learning Research, 2007


Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data
Ping Li, Kenneth W. Church and Trevor J. Hastie
Advances in Neural Information Processing Systems 19, 2006