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List of works by Lester W. Mackey

A Multifactorial Model of T Cell Expansion and Durable Clinical Benefit in Response to a PD-L1 Inhibitor

scientific article published on 8 December 2017

A multifactorial model of T cell expansion and durable clinical benefit in response to a PD-L1 inhibitor

scientific article published in PLoS ONE

Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions

scientific article published in January 2019

An Open Repository of Real-Time COVID-19 Indicators

preprint dated 16 July 2021

An open repository of real-time COVID-19 indicators

scientific article published on 21 December 2021

Bayesian seismic inversion: Measuring Langevin MCMC sample quality with kernels

scientific article published on 25 September 2020

Beyond a Binary Classification of Sex: An Examination of Brain Sex Differentiation, Psychopathology, and Genotype

scientific article published on 09 October 2018

Boosted Jet Tagging with Jet-Images and Deep Neural Networks

scientific article published in 2016

Combinatorial Clustering and the Beta Negative Binomial Process

scientific article published in February 2015

Corrupted Sensing: Novel Guarantees for Separating Structured Signals

scientific article published in February 2014

Cross-validation Confidence Intervals for Test Error

Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression

scientific article

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

scientific article published on 28 October 2021

Deflation Methods for Sparse PCA

Distributed Low-Rank Subspace Segmentation

Distributed Low-Rank Subspace Segmentation

scientific article published in December 2013

Divide-and-Conquer Matrix Factorization

scientific article published in January 2011

Efron–Stein inequalities for random matrices

Empirical Bayesian analysis of simultaneous changepoints in multiple data sequences

Empirical Bayesian analysis of simultaneous changepoints in multiple data sequences

scientific article published in December 2017

Erratum: Multivariate Stein factors for a class of strongly log-concave distributions

scientific article published in January 2016

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

scientific article published on 02 March 2020

Expert identification of visual primitives used by CNNs during mammogram classification

scientific article published on 27 February 2018

Fault-tolerant typed assembly language

Fault-tolerant typed assembly language

scientific article published on 10 June 2007

Fuzzy jets

scientific article published in June 2016

Global Non-convex Optimization with Discretized Diffusions

Image Processing, Computer Vision, and Deep Learning: new approaches to the analysis and physics interpretation of LHC events

scientific article published in October 2016

Improving Subseasonal Forecasting in the Western U.S. with Machine Learning

scientific article published on 25 July 2019

Jet-images — deep learning edition

scientific article published in July 2016

Joint Link Prediction and Attribute Inference Using a Social-Attribute Network

scientific article published in April 2014

Matrix Concentration Inequalities via the Method of Exchangeable Pairs

scientific article published on 27 January 2012

Matrix concentration inequalities via the method of exchangeable pairs

Measuring Sample Quality with Stein's Method

scientific article published in January 2015

Measuring sample quality with diffusions

scientific article published in October 2019

Measuring sample quality with diffusions

Minimax Estimation of Conditional Moment Models

scientific article published in November 2020

Minimum Stein Discrepancy Estimators

Multivariate Stein factors for a class of strongly log-concave distributions

Multivariate Stein factors for a class of strongly log-concave distributions

scientific article published in January 2016

Opportunities and Challenges for Analyzing Cancer Data at the Inter- and Intra-Institutional Levels

scientific article published on 25 June 2020

Optimal Thinning of MCMC Output

scientific article published on 3 April 2022

Participatory design with proxies

scientific article published on 22 April 2006

Predicting Low Information Laboratory Diagnostic Tests.

scientific article

Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets

scientific article

Predicting patient 'cost blooms' in Denmark: a longitudinal population-based study

scientific article published on 11 January 2017

Random Feature Stein Discrepancies

S2S reboot: An argument for greater inclusion of machine learning in subseasonal to seasonal forecasts

scholarly article by Judah Cohen et al published 18 December 2018 in Wiley Interdisciplinary Reviews: WIREs Climate Change

Static typing for a faulty lambda calculus

Static typing for a faulty lambda calculus

scientific article published on 16 September 2006

Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond

Stochastic Stein Discrepancies

The asymptotics of ranking algorithms

scientific article published in October 2013

Visually Relating Gene Expression and in vivo DNA Binding Data

article