An information-theoretic perspective on overfitting and underfitting D Bashir, GD Montañez, S Sehra, PS Segura, J Lauw AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint …, 2020 | 73 | 2020 |
Autoregressive perturbations for data poisoning P Sandoval-Segura, V Singla, J Geiping, M Goldblum, T Goldstein, ... Advances in Neural Information Processing Systems 35, 27374-27386, 2022 | 40 | 2022 |
Program language translation using a grammar-driven tree-to-tree model M Drissi, O Watkins, A Khant, V Ojha, P Sandoval, R Segev, E Weiner, ... ICML Workshop on Neural Abstract Machines and Program Induction, 2018 | 22 | 2018 |
Poisons that are learned faster are more effective P Sandoval-Segura, V Singla, L Fowl, J Geiping, M Goldblum, D Jacobs, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 13 | 2022 |
What can we learn from unlearnable datasets? P Sandoval-Segura, V Singla, J Geiping, M Goldblum, T Goldstein Advances in Neural Information Processing Systems 36, 2024 | 11 | 2024 |
Harvey mudd college at semeval-2019 task 4: The clint buchanan hyperpartisan news detector M Drissi, P Sandoval, V Ojha, J Medero Proceedings of the 13th International Workshop on Semantic Evaluation, 2019 | 8 | 2019 |
The labeling distribution matrix (LDM): a tool for estimating machine learning algorithm capacity PS Segura, J Lauw, D Bashir, K Shah, S Sehra, D Macias, G Montanez 12th International Conference on Agents and Artificial Intelligence, 2019 | 7 | 2019 |
JPEG compressed images can bypass protections against AI editing P Sandoval-Segura, J Geiping, T Goldstein arXiv preprint arXiv:2304.02234, 2023 | 6 | 2023 |
AutoProtoNet: Interpretability for Prototypical Networks P Sandoval-Segura, W Lawson arXiv preprint arXiv:2204.00929, 2022 | 2 | 2022 |
A Simple and Efficient Baseline for Data Attribution on Images V Singla, P Sandoval-Segura, M Goldblum, J Geiping, T Goldstein arXiv preprint arXiv:2311.03386, 2023 | 1 | 2023 |
Adversarially robust segmentation models learn perceptually-aligned gradients P Sandoval-Segura arXiv preprint arXiv:2204.01099, 2022 | | 2022 |