Joshua Vendrow

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Factorization Method

Tensor Decomposition

Infectious Disease

Negative Matrix Factorization

Top Venues

Publications

Benjamin Cohen-Wang, Joshua Vendrow, Aleksander Madry
Ask Your Distribution Shift if Pre-Training is Right for You. CoRR (2024)
Kristian Georgiev, Joshua Vendrow, Hadi Salman, Sung Min Park, Aleksander Madry
The Journey, Not the Destination: How Data Guides Diffusion Models. CoRR (2023)
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling. CoRR (2023)
Joshua Vendrow, Saachi Jain, Logan Engstrom, Aleksander Madry
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation. CoRR (2023)
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, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell
Automatic Infectious Disease Classification Analysis with Concept Discovery. CoRR (2022)
Joshua Vendrow, Jamie Haddock, Deanna Needell
A Generalized Hierarchical Nonnegative Tensor Decomposition. ICASSP (2022)
Joshua Vendrow, Jamie Haddock, Deanna Needell
A Generalized Hierarchical Nonnegative Tensor Decomposition. CoRR (2021)
Joshua Vendrow, Jamie Haddock, Deanna Needell
Neural Nonnegative CP Decomposition for Hierarchical Tensor Analysis. ACSCC (2021)
Hanbaek Lyu, Yacoub H. Kureh, Joshua Vendrow, Mason A. Porter
Learning low-rank latent mesoscale structures in networks. CoRR (2021)
Ryan Budahazy, Lu Cheng, Yihuan Huang, Andrew Johnson, Pengyu Li, Joshua Vendrow, Zhoutong Wu, Denali Molitor, Elizaveta Rebrova, Deanna Needell
Analysis of Legal Documents via Non-negative Matrix Factorization Methods. CoRR (2021)
Joshua Vendrow, Jamie Haddock, Elizaveta Rebrova, Deanna Needell
On a Guided Nonnegative Matrix Factorization. ICASSP (2021)
Hardeep Bassi, Richard Yim, Rohith Kodukula, Joshua Vendrow, Cherlin Zhu, Hanbaek Lyu
Learning to predict synchronization of coupled oscillators on heterogeneous graphs. CoRR (2020)
Joshua Vendrow, Jamie Haddock, Deanna Needell, Lorraine Johnson
Feature Selection on Lyme Disease Patient Survey Data. CoRR (2020)
Joshua Vendrow, Jamie Haddock, Deanna Needell, Lorraine Johnson
Feature Selection from Lyme Disease Patient Survey Using Machine Learning. Algorithms 13 (12) (2020)
Joshua Vendrow, Jamie Haddock, Elizaveta Rebrova, Deanna Needell
On a Guided Nonnegative Matrix Factorization. CoRR (2020)