Lester W. Mackey

According to our database1, Lester W. Mackey authored at least 41 papers between 2006 and 2019.

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Bibliography

2019
Minimum Stein Discrepancy Estimators.
CoRR, 2019

Stein Point Markov Chain Monte Carlo.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation.
CoRR, 2018

Stein Points.
CoRR, 2018

Expert identification of visual primitives used by CNNs during mammogram classification.
CoRR, 2018

Expert identification of visual primitives used by CNNs during mammogram classification.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Orthogonal Machine Learning: Power and Limitations.
Proceedings of the 35th International Conference on Machine Learning, 2018

Accurate Inference for Adaptive Linear Models.
Proceedings of the 35th International Conference on Machine Learning, 2018

Stein Points.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets.
JAMIA, 2017

Accurate Inference for Adaptive Linear Models.
CoRR, 2017

Orthogonal Machine Learning: Power and Limitations.
CoRR, 2017

Improving Gibbs Sampler Scan Quality with DoGS.
CoRR, 2017

Measuring Sample Quality with Kernels.
CoRR, 2017

Improving Gibbs Sampler Scan Quality with DoGS.
Proceedings of the 34th International Conference on Machine Learning, 2017

Measuring Sample Quality with Kernels.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Measuring Sample Quality with Diffusions.
CoRR, 2016

Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making.
Proceedings of the Summit on Clinical Research Informatics, 2016

2015
Combinatorial Clustering and the Beta Negative Binomial Process.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Distributed matrix completion and robust factorization.
J. Mach. Learn. Res., 2015

Measuring Sample Quality with Stein's Method.
CoRR, 2015

Measuring Sample Quality with Stein's Method.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Corrupted Sensing: Novel Guarantees for Separating Structured Signals.
IEEE Trans. Information Theory, 2014

Joint Link Prediction and Attribute Inference Using a Social-Attribute Network.
ACM TIST, 2014

Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge.
CoRR, 2014

Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge.
Proceedings of the Workshop on High-energy Physics and Machine Learning, 2014

2013
Corrupted Sensing: Novel Guarantees for Separating Structured Signals
CoRR, 2013

Divide-and-Conquer Subspace Segmentation
CoRR, 2013

Distributed Low-Rank Subspace Segmentation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
The Asymptotics of Ranking Algorithms
CoRR, 2012

2011
Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)
CoRR, 2011

Divide-and-Conquer Matrix Factorization
CoRR, 2011

Divide-and-Conquer Matrix Factorization.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Visually Relating Gene Expression and in vivo DNA Binding Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
Mixed Membership Matrix Factorization.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

On the Consistency of Ranking Algorithms.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009
Feature-Weighted Linear Stacking
CoRR, 2009

2008
Deflation Methods for Sparse PCA.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007
Fault-tolerant typed assembly language.
Proceedings of the ACM SIGPLAN 2007 Conference on Programming Language Design and Implementation, 2007

2006
Static typing for a faulty lambda calculus.
Proceedings of the 11th ACM SIGPLAN International Conference on Functional Programming, 2006

Participatory design with proxies: developing a desktop-PDA system to support people with aphasia.
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006


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