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Poster
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data
Ping Li · Kenneth W Church · Trevor Hastie
Author Information
Ping Li (Baidu Research USA)
Kenneth W Church (Microsoft)
Trevor Hastie (Stanford University)
More from the Same Authors
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2017 Poster: Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery »
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2017 Poster: Simple strategies for recovering inner products from coarsely quantized random projections »
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2016 Poster: Exact Recovery of Hard Thresholding Pursuit »
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2016 Poster: Learning Additive Exponential Family Graphical Models via $\ell_{2,1}$-norm Regularized M-Estimation »
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2016 Poster: Quantized Random Projections and Non-Linear Estimation of Cosine Similarity »
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2015 Poster: b-bit Marginal Regression »
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2015 Spotlight: b-bit Marginal Regression »
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2015 Poster: Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices »
Martin Slawski · Ping Li · Matthias Hein -
2014 Poster: Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) »
Anshumali Shrivastava · Ping Li -
2014 Poster: Recovery of Coherent Data via Low-Rank Dictionary Pursuit »
Guangcan Liu · Ping Li -
2014 Poster: Online Optimization for Max-Norm Regularization »
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2014 Spotlight: Recovery of Coherent Data via Low-Rank Dictionary Pursuit »
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2014 Oral: Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) »
Anshumali Shrivastava · Ping Li -
2013 Poster: Beyond Pairwise: Provably Fast Algorithms for Approximate $k$-Way Similarity Search »
Anshumali Shrivastava · Ping Li -
2013 Poster: Sign Cauchy Projections and Chi-Square Kernel »
Ping Li · Gennady Samorodnitsk · John Hopcroft -
2013 Poster: Compressive Feature Learning »
Hristo S Paskov · Robert West · John C Mitchell · Trevor Hastie -
2012 Poster: Entropy Estimations Using Correlated Symmetric Stable Random Projections »
Ping Li · Cun-Hui Zhang -
2012 Poster: One Permutation Hashing »
Ping Li · Art B Owen · Cun-Hui Zhang -
2011 Poster: Hashing Algorithms for Large-Scale Learning »
Ping Li · Anshumali Shrivastava · Joshua L Moore · Arnd C König -
2010 Spotlight: b-Bit Minwise Hashing for Estimating Three-Way Similarities »
Ping Li · Arnd C König · Wenhao Gui -
2010 Poster: b-Bit Minwise Hashing for Estimating Three-Way Similarities »
Ping Li · Arnd C König · Wenhao Gui -
2008 Poster: One sketch for all: Theory and Application of Conditional Random Sampling »
Ping Li · Kenneth W Church · Trevor Hastie -
2008 Spotlight: One sketch for all: Theory and Application of Conditional Random Sampling »
Ping Li · Kenneth W Church · Trevor Hastie -
2007 Spotlight: McRank: Learning to Rank Using Multiple Classification and Gradient Boosting »
Ping Li · Chris J Burges · Qiang Wu -
2007 Poster: McRank: Learning to Rank Using Multiple Classification and Gradient Boosting »
Ping Li · Chris J Burges · Qiang Wu -
2007 Poster: A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Sta »
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