All Stories

  1. Optimal Thinning of MCMC Output

    Article • Journal of the Royal Statistical Society Series B Statistical Methodology, April 2022, Oxford University Press (OUP)

    LESTER MACKEY

  2. An open repository of real-time COVID-19 indicators

    Article • Proceedings of the National Academy of Sciences, December 2021, Proceedings of the National Academy of Sciences

    LESTER MACKEY

  3. DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

    Article • October 2021, The MIT Press

    LESTER MACKEY

  4. An Open Repository of Real-Time COVID-19 Indicators

    Article • July 2021, Cold Spring Harbor Laboratory Press

    LESTER MACKEY

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

    Article • JCO Precision Oncology, November 2020, American Society of Clinical Oncology (ASCO)

    LESTER MACKEY

  6. Bayesian seismic inversion: Measuring Langevin MCMC sample quality with kernels

    Article • September 2020, Society of Exploration Geophysicists

    LESTER MACKEY

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

    Article • JAMA Network Open, March 2020, American Medical Association (AMA)

    LESTER MACKEY

  8. Measuring sample quality with diffusions

    Article • The Annals of Applied Probability, October 2019, Institute of Mathematical Statistics

    LESTER MACKEY

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

    Article • Journal of the American Academy of Child & Adolescent Psychiatry, August 2019, Elsevier

    LESTER MACKEY

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

    Article • July 2019, ACM (Association for Computing Machinery)

    LESTER MACKEY

  11. Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach

    Article • Scientific Reports, January 2019, Springer Science + Business Media

    LESTER MACKEY

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

    Article • PLOS One, December 2018, PLOS

    LESTER MACKEY

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

    Article • Wiley Interdisciplinary Reviews Climate Change, December 2018, Wiley

    LESTER MACKEY

  14. Expert identification of visual primitives used by CNNs during mammogram classification

    Article • February 2018, SPIE

    LESTER MACKEY

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

    Article • December 2017, Cold Spring Harbor Laboratory Press

    LESTER MACKEY

  16. Empirical Bayesian analysis of simultaneous changepoints in multiple data sequences

    Article • The Annals of Applied Statistics, December 2017, Institute of Mathematical Statistics

    LESTER MACKEY

  17. Predicting patient ‘cost blooms’ in Denmark: a longitudinal population-based study

    Article • BMJ Open, January 2017, BMJ

    LESTER MACKEY

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

    Article • Journal of Physics Conference Series, October 2016, Institute of Physics Publishing

    LESTER MACKEY

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

    Article • Journal of the American Medical Informatics Association, September 2016, Oxford University Press (OUP)

    LESTER MACKEY

  20. Efron–Stein inequalities for random matrices

    Article • The Annals of Probability, September 2016, Institute of Mathematical Statistics

    LESTER MACKEY

  21. Jet-images — deep learning edition

    Article • Journal of High Energy Physics, July 2016, Springer Science + Business Media

    LESTER MACKEY

  22. Fuzzy jets

    Article • Journal of High Energy Physics, June 2016, Springer Science + Business Media

    LESTER MACKEY

  23. Boosted Jet Tagging with Jet-Images and Deep Neural Networks

    Article • EPJ Web of Conferences, January 2016, EDP Sciences

    LESTER MACKEY

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

    Article • Electronic Communications in Probability, January 2016, Institute of Mathematical Statistics

    LESTER MACKEY

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

    Article • Electronic Communications in Probability, January 2016, Institute of Mathematical Statistics

    LESTER MACKEY

  26. Combinatorial Clustering and the Beta Negative Binomial Process

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, February 2015, Institute of Electrical & Electronics Engineers (IEEE)

    LESTER MACKEY

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

    Article • Nature Biotechnology, November 2014, Springer Science + Business Media

    LESTER MACKEY

  28. Matrix concentration inequalities via the method of exchangeable pairs

    Article • The Annals of Probability, May 2014, Institute of Mathematical Statistics

    LESTER MACKEY

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

    Article • ACM Transactions on Intelligent Systems and Technology, April 2014, ACM (Association for Computing Machinery)

    LESTER MACKEY

  30. Corrupted Sensing: Novel Guarantees for Separating Structured Signals

    Article • IEEE Transactions on Information Theory, February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    LESTER MACKEY

  31. Distributed Low-Rank Subspace Segmentation

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    LESTER MACKEY

  32. The asymptotics of ranking algorithms

    Article • The Annals of Statistics, October 2013, Institute of Mathematical Statistics

    LESTER MACKEY

  33. Matrix Concentration Inequalities via the Method of Exchangeable Pairs

    Article • January 2012, Defense Technical Information Center (DTIC)

    LESTER MACKEY

  34. Visually Relating Gene Expression and in vivo DNA Binding Data

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Gunther Weber, LESTER MACKEY

  35. Fault-tolerant typed assembly language

    Article • ACM SIGPLAN Notices, June 2007, ACM (Association for Computing Machinery)

    LESTER MACKEY

  36. Fault-tolerant typed assembly language

    Article • January 2007, ACM (Association for Computing Machinery)

    LESTER MACKEY

  37. Static typing for a faulty lambda calculus

    Article • ACM SIGPLAN Notices, September 2006, ACM (Association for Computing Machinery)

    LESTER MACKEY

  38. Participatory design with proxies

    Article • April 2006, ACM (Association for Computing Machinery)

    LESTER MACKEY

  39. Static typing for a faulty lambda calculus

    Article • January 2006, ACM (Association for Computing Machinery)

    LESTER MACKEY