Iain Carmichael
Iain Carmichael
Harvard Medical School
Verified email at - Homepage
Cited by
Cited by
Data science vs. statistics: two cultures?
I Carmichael, JS Marron
Japanese Journal of Statistics and Data Science 1, 117-138, 2018
Examining the Evolution of Legal Precedent Through Citation Network Analysis
I Carmichael, J Wudel, M Kim, J Jushchuk
NCL Rev. 96, 227, 2017
Geometric insights into support vector machine behavior using the KKT conditions
I Carmichael, JS Marron
Electronic Journal of Statistics 15 (2), 6311-6343, 2021
Joint and individual analysis of breast cancer histologic images and genomic covariates
I Carmichael, BC Calhoun, KA Hoadley, MA Troester, J Geradts, ...
The annals of applied statistics 15 (4), 1697, 2021
mvlearn: Multiview machine learning in python
R Perry, G Mischler, R Guo, T Lee, A Chang, A Koul, C Franz, H Richard, ...
The Journal of Machine Learning Research 22 (1), 4938-4944, 2021
An exposition of the false confidence theorem
I Carmichael, J Williams
Stat 7 (1), e201, 2018
Fluctuation bounds for continuous time branching processes and nonparametric change point detection in growing networks
S Banerjee, S Bhamidi, I Carmichael
arXiv preprint arXiv:1808.02439, 2018
Learning sparsity and block diagonal structure in multi-view mixture models
I Carmichael
arXiv preprint arXiv:2012.15313, 2020
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling
I Carmichael, AH Song, RJ Chen, DFK Williamson, TY Chen, F Mahmood
Medical Image Computing and Computer Assisted Intervention–MICCAI 2022: 25th …, 2022
The folded concave Laplacian spectral penalty learns block diagonal sparsity patterns with the strong oracle property
I Carmichael
arXiv preprint arXiv:2107.03494, 2021
Probabilistic and Geometric Approaches to the Analysis of Non-standard Data
I Carmichael
The University of North Carolina at Chapel Hill, 2019
What’s in a Name? Terminology Preferences Among Patients Receiving Methadone Treatment
MG Gazzola, E Maclean, M Beitel, ID Carmichael, KM Cammack, ...
Journal of General Internal Medicine 38 (3), 653-660, 2023
A cohort study examining the relationship among housing status, patient characteristics, and retention among individuals enrolled in low-barrier-to-treatment-access methadone …
MG Gazzola, ID Carmichael, LM Madden, N Dasgupta, M Beitel, X Zheng, ...
Journal of Substance Abuse Treatment 138, 108753, 2022
yaglm: a Python package for fitting and tuning generalized linear models that supports structured, adaptive and non-convex penalties
I Carmichael, T Keefe, N Giertych, JP Williams
arXiv preprint arXiv:2110.05567, 2021
Joint and Individual Analysis of Breast Cancer Histologic Images and Genomic Covariates
J Geradts, I Carmichael, BC Calhoun, KA Hoadley, MA Troester, ...
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