Lester W. Mackey

43 papers A* 12A 1Journal 22Unranked 7

Year	Rank	Type	Title / Venue / Authors
2019	A*	`conf`	Minimum Stein Discrepancy Estimators. NeurIPS Alessandro Barp, François-Xavier Briol, Andrew B. Duncan, Mark A. Girolami, Lester W. Mackey
2019	J	`jnl`	Minimum Stein Discrepancy Estimators. CoRR Alessandro Barp, François-Xavier Briol, Andrew B. Duncan, Mark A. Girolami, Lester W. Mackey
2019	A*	`conf`	Stein Point Markov Chain Monte Carlo. ICML Wilson Ye Chen, Alessandro Barp, François-Xavier Briol, Jackson Gorham, Mark A. Girolami, Lester W. Mackey, Chris J. Oates
2018	A*	`conf`	Accurate Inference for Adaptive Linear Models. ICML Yash Deshpande, Lester W. Mackey, Vasilis Syrgkanis, Matt Taddy
2018	J	`jnl`	DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation. CoRR Jimmy Wu, Bolei Zhou, Diondra Peck, Scott Hsieh, Vandana Dialani, Lester W. Mackey, Genevieve Patterson
2018	—	`conf`	Expert identification of visual primitives used by CNNs during mammogram classification. Computer-Aided Diagnosis Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson
2018	J	`jnl`	Expert identification of visual primitives used by CNNs during mammogram classification. CoRR Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson
2018	A*	`conf`	Orthogonal Machine Learning: Power and Limitations. ICML Ilias Zadik, Lester W. Mackey, Vasilis Syrgkanis
2018	A*	`conf`	Stein Points. ICML Wilson Ye Chen, Lester W. Mackey, Jackson Gorham, François-Xavier Briol, Chris J. Oates
2018	J	`jnl`	Stein Points. CoRR Wilson Ye Chen, Lester W. Mackey, Jackson Gorham, François-Xavier Briol, Chris J. Oates
2017	J	`jnl`	Accurate Inference for Adaptive Linear Models. CoRR Yash Deshpande, Lester W. Mackey, Vasilis Syrgkanis, Matt Taddy
2017	A*	`conf`	Improving Gibbs Sampler Scan Quality with DoGS. ICML Ioannis Mitliagkas, Lester W. Mackey
2017	J	`jnl`	Improving Gibbs Sampler Scan Quality with DoGS. CoRR Ioannis Mitliagkas, Lester W. Mackey
2017	A*	`conf`	Measuring Sample Quality with Kernels. ICML Jackson Gorham, Lester W. Mackey
2017	J	`jnl`	Measuring Sample Quality with Kernels. CoRR Jackson Gorham, Lester W. Mackey
2017	J	`jnl`	Orthogonal Machine Learning: Power and Limitations. CoRR Lester W. Mackey, Vasilis Syrgkanis, Ilias Zadik
2017	J	`jnl`	Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets. J. Am. Medical Informatics Assoc. Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
2016	—	`conf`	Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making. CRI Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
2016	J	`jnl`	Measuring Sample Quality with Diffusions. CoRR Jack Gorham, Andrew B. Duncan, Sebastian J. Vollmer, Lester W. Mackey
2015	J	`jnl`	Combinatorial Clustering and the Beta Negative Binomial Process. IEEE Trans. Pattern Anal. Mach. Intell. Tamara Broderick, Lester W. Mackey, John W. Paisley, Michael I. Jordan
2015	J	`jnl`	Distributed matrix completion and robust factorization. J. Mach. Learn. Res. Lester W. Mackey, Ameet Talwalkar, Michael I. Jordan
2015	—	`conf`	Measuring Sample Quality with Stein's Method. NIPS Jackson Gorham, Lester W. Mackey
2015	J	`jnl`	Measuring Sample Quality with Stein's Method. CoRR Jackson Gorham, Lester W. Mackey
2014	J	`jnl`	Corrupted Sensing: Novel Guarantees for Separating Structured Signals. IEEE Trans. Inf. Theory Rina Foygel, Lester W. Mackey
2014	J	`jnl`	Joint Link Prediction and Attribute Inference Using a Social-Attribute Network. ACM Trans. Intell. Syst. Technol. Neil Zhenqiang Gong, Ameet Talwalkar, Lester W. Mackey, Ling Huang, Eui Chul Richard Shin, Emil Stefanov, Elaine Shi, Dawn Song
2014	—	`ch.`	Mixed Membership Matrix Factorization. Handbook of Mixed Membership Models and Their Applications Lester W. Mackey, David J. Weiss, Michael I. Jordan
2014	—	`conf`	Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge. HEPML@NIPS Lester W. Mackey, Jordan Bryan, Man Yue Mo
2014	J	`jnl`	Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge. CoRR Lester W. Mackey, Jordan Bryan
2013	J	`jnl`	Corrupted Sensing: Novel Guarantees for Separating Structured Signals CoRR Rina Foygel, Lester W. Mackey
2013	A*	`conf`	Distributed Low-Rank Subspace Segmentation. ICCV Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan
2013	J	`jnl`	Divide-and-Conquer Subspace Segmentation CoRR Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan
2012	J	`jnl`	The Asymptotics of Ranking Algorithms CoRR John C. Duchi, Lester W. Mackey, Michael I. Jordan
2011	J	`jnl`	Divide-and-Conquer Matrix Factorization CoRR Lester W. Mackey, Ameet Talwalkar, Michael I. Jordan
2011	—	`conf`	Divide-and-Conquer Matrix Factorization. NIPS Lester W. Mackey, Ameet Talwalkar, Michael I. Jordan
2011	J	`jnl`	Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN) CoRR Neil Zhenqiang Gong, Ameet Talwalkar, Lester W. Mackey, Ling Huang, Eui Chul Richard Shin, Emil Stefanov, Elaine Shi, Dawn Song
2011	—	`conf`	Visually Relating Gene Expression and in vivo DNA Binding Data. BIBM Min-Yu Huang, Lester W. Mackey, Soile V. E. Keränen, Gunther H. Weber, Michael I. Jordan, David W. Knowles, Mark D. Biggin, Bernd Hamann
2010	A*	`conf`	Mixed Membership Matrix Factorization. ICML Lester W. Mackey, David J. Weiss, Michael I. Jordan
2010	A*	`conf`	On the Consistency of Ranking Algorithms. ICML John C. Duchi, Lester W. Mackey, Michael I. Jordan
2009	J	`jnl`	Feature-Weighted Linear Stacking CoRR Joseph Sill, Gábor Takács, Lester W. Mackey, David Lin
2008	—	`conf`	Deflation Methods for Sparse PCA. NIPS Lester W. Mackey
2007	A*	`conf`	Fault-tolerant typed assembly language. PLDI Frances Perry, Lester W. Mackey, George A. Reis, Jay Ligatti, David I. August, David Walker
2006	A*	`conf`	Participatory design with proxies: developing a desktop-PDA system to support people with aphasia. CHI Jordan L. Boyd-Graber, Sonya S. Nikolova, Karyn Moffatt, Kenrick C. Kin, Joshua Y. Lee, Lester W. Mackey, Marilyn Tremaine, Maria M. Klawe
2006	A	`conf`	Static typing for a faulty lambda calculus. ICFP David Walker, Lester W. Mackey, Jay Ligatti, George A. Reis, David I. August