Lorin Crawford

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Gene Regulatory

Sufficient Statistics

Regression Model

Top Venues

PLoS Comput. Biol.

SIAM J. Appl. Algebra Geom.

Publications

Emily T. Winn-Nuñez, Maryclare Griffin, Lorin Crawford
A simple approach for local and global variable importance in nonlinear regression models. Comput. Stat. Data Anal. 194 (2024)
Helen Xie, Lorin Crawford, Ashley Mae Conard
Multioviz: an interactive platform for in silico perturbation and interrogation of gene regulatory networks. BMC Bioinform. 25 (1) (2024)
Hammaad Adam, Fan Yin, Huibin Hu, Neil A. Tenenholtz, Lorin Crawford, Lester Mackey, Allison Koenecke
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations. NeurIPS (2023)
Hammaad Adam, Fan Yin, Mary Hu, Neil A. Tenenholtz, Lorin Crawford, Lester Mackey, Allison Koenecke
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations. CoRR (2023)
Carolina Rios-Martinez, Nicholas Bhattacharya, Ava P. Amini, Lorin Crawford, Kevin K. Yang
Deep self-supervised learning for biosynthetic gene cluster detection and product classification. PLoS Comput. Biol. 19 (5) (2023)
Wai-Shing Tang, Gabriel Monteiro da Silva, Henry Kirveslahti, Erin Skeens, Bibo Feng, Timothy Sudijono, Kevin K. Yang, Sayan Mukherjee, Brenda Rubenstein, Lorin Crawford
A topological data analytic approach for discovering biophysical signatures in protein dynamics. PLoS Comput. Biol. 18 (5) (2022)
Wei Cheng, Gregory Darnell, Sohini Ramachandran, Lorin Crawford
Generalizing Variational Autoencoders with Hierarchical Empirical Bayes. CoRR (2020)
Anthea Monod, Sara Kalisnik, Juan Ángel Patino-Galindo, Lorin Crawford
Tropical Sufficient Statistics for Persistent Homology. SIAM J. Appl. Algebra Geom. 3 (2) (2019)
Jonathan Ish-Horowicz, Dana Udwin, Seth R. Flaxman, Sarah Filippi, Lorin Crawford
Interpreting Deep Neural Networks Through Variable Importance. CoRR (2019)