Optimal bidirectional rapidly-exploring random trees M Jordan, A Perez | 165 | 2013 |
Exactly computing the local lipschitz constant of relu networks M Jordan, AG Dimakis Advances in Neural Information Processing Systems 33, 7344-7353, 2020 | 133 | 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 | 65 | 2019 |
Datacomp-lm: In search of the next generation of training sets for language models J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ... arXiv preprint arXiv:2406.11794, 2024 | 42 | 2024 |
Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G J Li, A Fang, G Smyrnis, M Ivgi, M Jordan, S Gadre, H Bansal, E Guha, ... Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, and Vaishaal Shankar …, 2024 | 29 | 2024 |
Quantifying perceptual distortion of adversarial examples M Jordan, N Manoj, S Goel, AG Dimakis arXiv preprint arXiv:1902.08265, 2019 | 29 | 2019 |
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens A Awadalla, L Xue, O Lo, M Shu, H Lee, EK Guha, M Jordan, S Shen, ... arXiv preprint arXiv:2406.11271, 2024 | 21 | 2024 |
Provable Lipschitz certification for generative models M Jordan, A Dimakis International Conference on Machine Learning, 5118-5126, 2021 | 19 | 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, ... GitHub repository 3 (4), 0 | 11 | |
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 |
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 | 4 | 2022 |
Quarantines as a Targeted Immunization Strategy J Hoffmann, M Jordan, C Caramanis arXiv preprint arXiv:2008.08262, 2020 | 4 | 2020 |
2 OLMo 2 Furious T OLMo, P Walsh, L Soldaini, D Groeneveld, K Lo, S Arora, A Bhagia, ... arXiv preprint arXiv:2501.00656, 2024 | 1 | 2024 |
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand MM Rahman, M Jordan, M Kocaoglu arXiv preprint arXiv:2402.07419, 2024 | 1 | 2024 |
Provable guarantees for robustness in deep neural networks M Jordan | | 2024 |
Lovasz Theta Contrastive Learning G Smyrnis, M Jordan, A Uppal, G Daras, A Dimakis | | |