Optimal bidirectional rapidly-exploring random trees M Jordan, A Perez | 147 | 2013 |
Exactly computing the local lipschitz constant of relu networks M Jordan, AG Dimakis Advances in Neural Information Processing Systems 33, 7344-7353, 2020 | 103 | 2020 |
Provable certificates for adversarial examples: Fitting a ball in the union of polytopes M Jordan, J Lewis, AG Dimakis Advances in neural information processing systems 32, 2019 | 60 | 2019 |
Quantifying perceptual distortion of adversarial examples M Jordan, N Manoj, S Goel, AG Dimakis arXiv preprint arXiv:1902.08265, 2019 | 30 | 2019 |
Provable Lipschitz certification for generative models M Jordan, A Dimakis International Conference on Machine Learning, 5118-5126, 2021 | 16 | 2021 |
Inverse problems leveraging pre-trained contrastive representations S Ravula, G Smyrnis, M Jordan, AG Dimakis Advances in Neural Information Processing Systems 34, 8753-8765, 2021 | 9 | 2021 |
OpenLM: a minimal but performative language modeling (lm) repository, 2023 S Gururangan, M Wortsman, SY Gadre, A Dave, M Kilian, W Shi, J Mercat, ... URL https://github. com/mlfoundations/open_lm/. GitHub repository, 0 | 5 | |
Zonotope domains for lagrangian neural network verification M Jordan, J Hayase, A Dimakis, S Oh Advances in Neural Information Processing Systems 35, 8400-8413, 2022 | 3 | 2022 |
Quarantines as a Targeted Immunization Strategy J Hoffmann, M Jordan, C Caramanis arXiv preprint arXiv:2008.08262, 2020 | 3 | 2020 |
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand MM Rahman, M Jordan, M Kocaoglu arXiv preprint arXiv:2402.07419, 2024 | | 2024 |
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand M Musfiqur Rahman, M Jordan, M Kocaoglu arXiv e-prints, arXiv: 2402.07419, 2024 | | 2024 |
Lovasz Theta Contrastive Learning G Smyrnis, M Jordan, A Uppal, G Daras, A Dimakis | | 2022 |