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Matt Jordan
Matt Jordan
Graduate Research Assistant, UT Austin
Adresse e-mail validée de cs.utexas.edu - Page d'accueil
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Année
Optimal bidirectional rapidly-exploring random trees
M Jordan, A Perez
1652013
Exactly computing the local lipschitz constant of relu networks
M Jordan, AG Dimakis
Advances in Neural Information Processing Systems 33, 7344-7353, 2020
1332020
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
652019
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
422024
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
292024
Quantifying perceptual distortion of adversarial examples
M Jordan, N Manoj, S Goel, AG Dimakis
arXiv preprint arXiv:1902.08265, 2019
292019
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
212024
Provable Lipschitz certification for generative models
M Jordan, A Dimakis
International Conference on Machine Learning, 5118-5126, 2021
192021
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
92021
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
42022
Quarantines as a Targeted Immunization Strategy
J Hoffmann, M Jordan, C Caramanis
arXiv preprint arXiv:2008.08262, 2020
42020
2 OLMo 2 Furious
T OLMo, P Walsh, L Soldaini, D Groeneveld, K Lo, S Arora, A Bhagia, ...
arXiv preprint arXiv:2501.00656, 2024
12024
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
MM Rahman, M Jordan, M Kocaoglu
arXiv preprint arXiv:2402.07419, 2024
12024
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
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