Lista de obras - Lester Mackey - Dominio Público Uruguay

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

artículo científico publicado en 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 ⬇️

artículo científico publicado en 2019

An Open Repository of Real-Time COVID-19 Indicators

artículo científico publicado en 2021

An open repository of real-time COVID-19 indicators

artículo científico publicado en 2021

Bayesian seismic inversion: Measuring Langevin MCMC sample quality with kernels

artículo científico publicado en 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

artículo científico publicado en 2016

Combinatorial Clustering and the Beta Negative Binomial Process

artículo científico publicado en 2015

Corrupted Sensing: Novel Guarantees for Separating Structured Signals

artículo científico publicado en 2014

Cross-validation Confidence Intervals for Test Error ⬇️

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

artículo científico publicado en 2014

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

artículo científico publicado en 2021

Deflation Methods for Sparse PCA ⬇️

Distributed Low-Rank Subspace Segmentation

artículo científico publicado en 2013

Distributed Low-Rank Subspace Segmentation

artículo científico publicado en 2013

Divide-and-Conquer Matrix Factorization ⬇️

artículo científico publicado en 2011

Efron–Stein inequalities for random matrices

Empirical Bayesian analysis of simultaneous changepoints in multiple data sequences

artículo científico publicado en 2017

Empirical Bayesian analysis of simultaneous changepoints in multiple data sequences

artículo científico publicado en 2017

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

artículo científico publicado en 2016

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

artículo científico publicado en 2020

Expert identification of visual primitives used by CNNs during mammogram classification

artículo científico publicado en 2018

Fault-tolerant typed assembly language

artículo científico publicado en 2007

Fault-tolerant typed assembly language

artículo científico publicado en 2007

Fuzzy jets

artículo científico publicado en 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

artículo científico publicado en 2016

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

artículo científico publicado en 2019

Jet-images — deep learning edition

artículo científico publicado en 2016

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

artículo científico publicado en 2014

Matrix Concentration Inequalities via the Method of Exchangeable Pairs

artículo científico publicado en 2012

Matrix concentration inequalities via the method of exchangeable pairs

Measuring Sample Quality with Stein's Method ⬇️

artículo científico publicado en 2015

Measuring sample quality with diffusions

artículo científico publicado en 2019

Measuring sample quality with diffusions

artículo científico publicado en 2019

Minimax Estimation of Conditional Moment Models ⬇️

artículo científico publicado en 2020

Minimum Stein Discrepancy Estimators ⬇️

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

artículo científico publicado en 2016

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

artículo científico publicado en 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

artículo científico publicado en 2022

Participatory design with proxies

artículo científico publicado en 2006

Predicting Low Information Laboratory Diagnostic Tests

artículo científico publicado en 2018

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

artículo científico publicado en 2016

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

artículo científico publicado en 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

Lista de obras de Lester Mackey

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

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

Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions ⬇️

An Open Repository of Real-Time COVID-19 Indicators

An open repository of real-time COVID-19 indicators

Bayesian seismic inversion: Measuring Langevin MCMC sample quality with kernels

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

Boosted Jet Tagging with Jet-Images and Deep Neural Networks

Combinatorial Clustering and the Beta Negative Binomial Process

Corrupted Sensing: Novel Guarantees for Separating Structured Signals

Cross-validation Confidence Intervals for Test Error ⬇️

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

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

Deflation Methods for Sparse PCA ⬇️

Distributed Low-Rank Subspace Segmentation

Distributed Low-Rank Subspace Segmentation

Divide-and-Conquer Matrix Factorization ⬇️

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

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

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

Expert identification of visual primitives used by CNNs during mammogram classification

Fault-tolerant typed assembly language

Fault-tolerant typed assembly language

Fuzzy jets

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

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

Jet-images — deep learning edition

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

Matrix Concentration Inequalities via the Method of Exchangeable Pairs

Matrix concentration inequalities via the method of exchangeable pairs

Measuring Sample Quality with Stein's Method ⬇️

Measuring sample quality with diffusions

Measuring sample quality with diffusions

Minimax Estimation of Conditional Moment Models ⬇️

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

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

Optimal Thinning of MCMC Output

Participatory design with proxies

Predicting Low Information Laboratory Diagnostic Tests

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

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

Random Feature Stein Discrepancies ⬇️

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

Static typing for a faulty lambda calculus

Static typing for a faulty lambda calculus

Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond ⬇️

Stochastic Stein Discrepancies ⬇️

The asymptotics of ranking algorithms

Visually Relating Gene Expression and in vivo DNA Binding Data