Feature Selection from Lyme Disease Patient Survey Using Machine Learning. - Joshua Vendrow; Jamie Haddock; Deanna Needell; Lorraine Johnson (Algorithms, 2020)

Feature Selection on Lyme Disease Patient Survey Data. - Joshua Vendrow; Jamie Haddock; Deanna Needell; Lorraine Johnson (CoRR, 2020)

Learning to predict synchronization of coupled oscillators on heterogeneous graphs. - Hardeep Bassi; Richard P. Yim; Rohith Kodukula; Joshua Vendrow; Cherlin Zhu; Hanbaek Lyu (CoRR, 2020)

Neural Nonnegative CP Decomposition for Hierarchical Tensor Analysis. - Joshua Vendrow; Jamie Haddock; Deanna Needell (ACSCC, 2021)

On a Guided Nonnegative Matrix Factorization. - Joshua Vendrow; Jamie Haddock; Elizaveta Rebrova; Deanna Needell (ICASSP, 2021)

Learning low-rank latent mesoscale structures in networks. - Hanbaek Lyu; Yacoub H. Kureh; Joshua Vendrow; Mason A. Porter (CoRR, 2021)

Analysis of Legal Documents via Non-negative Matrix Factorization Methods. - Ryan Budahazy; Lu Cheng 005; Yihuan Huang; Andrew Johnson; Pengyu Li; Joshua Vendrow; Zhoutong Wu; Denali Molitor; Elizaveta Rebrova; Deanna Needell (CoRR, 2021)

A Generalized Hierarchical Nonnegative Tensor Decomposition. - Joshua Vendrow; Jamie Haddock; Deanna Needell (ICASSP, 2022)

Automatic Infectious Disease Classification Analysis with Concept Discovery. - Elena Sizikova; Joshua Vendrow; Xu Cao; Rachel Grotheer; Jamie Haddock; Lara Kassab; Alona Kryshchenko; Thomas Merkh; R. W. M. A. Madushani; Kenny Moise; Annie Ulichney; Huy V. Vo; et al. (CoRR, 2022)

Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation. - Joshua Vendrow; Saachi Jain; Logan Engstrom; Aleksander Madry (CoRR, 2023)

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling. - Tyler Will; Runyu Zhang; Eli Sadovnik; Mengdi Gao; Joshua Vendrow; Jamie Haddock; Denali Molitor; Deanna Needell (CoRR, 2023)

The Journey, Not the Destination: How Data Guides Diffusion Models. - Kristian Georgiev; Joshua Vendrow; Hadi Salman; Sung Min Park; Aleksander Madry (CoRR, 2023)

Ask Your Distribution Shift if Pre-Training is Right for You. - Benjamin Cohen-Wang; Joshua Vendrow; Aleksander Madry (Trans. Mach. Learn. Res., 2025)

Humanity's Last Exam. - Long Phan; Alice Gatti; Ziwen Han; Nathaniel Li; Josephina Hu; Hugh Zhang; Sean Shi; Michael Choi; Anish Agrawal; Arnav Chopra; Adam Khoja; Ryan Kim; et al. (CoRR, 2025)

Do Large Language Model Benchmarks Test Reliability? - Joshua Vendrow; Edward Vendrow; Sara Beery; Aleksander Madry (CoRR, 2025)