| Realistic face reconstruction from deep embeddings E Vendrow, J Vendrow NeurIPS 2021 Workshop Privacy in Machine Learning, 2021 | 21 | 2021 |
| Dataset interfaces: Diagnosing model failures using controllable counterfactual generation J Vendrow, S Jain, L Engstrom, A Madry arXiv preprint arXiv:2302.07865, 2023 | 19 | 2023 |
| On a guided nonnegative matrix factorization J Vendrow, J Haddock, E Rebrova, D Needell ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 14 | 2021 |
| Learning low-rank latent mesoscale structures in networks H Lyu, YH Kureh, J Vendrow, MA Porter Nature Communications 15 (1), 224, 2024 | 12 | 2024 |
| Antibiotic treatment response in chronic lyme disease: why do some patients improve while others do not? L Johnson, M Shapiro, RB Stricker, J Vendrow, J Haddock, D Needell Healthcare 8 (4), 383, 2020 | 8 | 2020 |
| Learning to predict synchronization of coupled oscillators on randomly generated graphs H Bassi, RP Yim, J Vendrow, R Koduluka, C Zhu, H Lyu Scientific reports 12 (1), 15056, 2022 | 6 | 2022 |
| Feature selection from lyme disease patient survey using machine learning J Vendrow, J Haddock, D Needell, L Johnson Algorithms 13 (12), 334, 2020 | 6* | 2020 |
| The journey, not the destination: How data guides diffusion models K Georgiev, J Vendrow, H Salman, SM Park, A Madry arXiv preprint arXiv:2312.06205, 2023 | 3 | 2023 |
| A generalized hierarchical nonnegative tensor decomposition J Vendrow, J Haddock, D Needell ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 3 | 2022 |
| Neural nonnegative matrix factorization for hierarchical multilayer topic modeling T Will, R Zhang, E Sadovnik, M Gao, J Vendrow, J Haddock, D Molitor, ... arXiv preprint arXiv:2303.00058, 2023 | 2 | 2023 |
| Automatic Infectious Disease Classification Analysis with Concept Discovery E Sizikova, J Vendrow, X Cao, R Grotheer, J Haddock, L Kassab, ... arXiv preprint arXiv:2209.02415, 2022 | 2 | 2022 |
| On the relation of gene essentiality to intron structure: A computational and deep learning approach E Schonfeld, E Vendrow, J Vendrow, E Schonfeld Life Science Alliance 4 (6), 2021 | 2 | 2021 |
| Neural nonnegative CP decomposition for hierarchical tensor analysis J Vendrow, J Haddock, D Needell 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1340-1347, 2021 | 1 | 2021 |
| Analysis of Legal Documents via Non-negative Matrix Factorization Methods R Budahazy, L Cheng, Y Huang, A Johnson, P Li, J Vendrow, Z Wu, ... arXiv preprint arXiv:2104.14028, 2021 | 1 | 2021 |
| Neural nonnegative matrix factorization for hierarchical multilayer topic modeling J Haddock, T Will, J Vendrow, R Zhang, D Molitor, D Needell, M Gao, ... Sampling Theory, Signal Processing, and Data Analysis 22 (1), 4, 2024 | | 2024 |
| Ask Your Distribution Shift if Pre-Training is Right for You B Cohen-Wang, J Vendrow, A Madry arXiv preprint arXiv:2403.00194, 2024 | | 2024 |
Deanna NeedellProfessor of Mathematics, UCLAVerified email at cmc.edu
