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Frederic Sala
Frederic Sala
Assistant Professor, University of Wisconsin
Verified email at cs.wisc.edu - Homepage
Title
Cited by
Cited by
Year
Representation tradeoffs for hyperbolic embeddings
F Sala, C De Sa, A Gu, C Ré
International Conference on Machine Learning, 2018
6002018
Low-dimensional hyperbolic knowledge graph embeddings
I Chami, A Wolf, DC Juan, F Sala, S Ravi, C Ré
arXiv preprint arXiv:2005.00545, 2020
5762020
Ask me anything: A simple strategy for prompting language models
S Arora, A Narayan, MF Chen, L Orr, N Guha, K Bhatia, I Chami, F Sala, ...
arXiv preprint arXiv:2210.02441, 2022
3202022
Learning mixed-curvature representations in product spaces
A Gu, F Sala, B Gunel, C Ré
International conference on learning representations, 2018
3102018
Training complex models with multi-task weak supervision
A Ratner, B Hancock, J Dunnmon, F Sala, S Pandey, C Ré
Proceedings of the AAAI conference on artificial intelligence 33 (01), 4763-4771, 2019
2692019
Fast and three-rious: Speeding up weak supervision with triplet methods
D Fu, M Chen, F Sala, S Hooper, K Fatahalian, C Ré
International conference on machine learning, 3280-3291, 2020
1572020
Skill-it! a data-driven skills framework for understanding and training language models
M Chen, N Roberts, K Bhatia, J Wang, C Zhang, F Sala, C Ré
Advances in Neural Information Processing Systems 36, 36000-36040, 2023
1072023
Exact reconstruction from insertions in synchronization codes
F Sala, R Gabrys, C Schoeny, L Dolecek
IEEE Transactions on Information Theory 63 (4), 2428-2445, 2017
992017
Codes correcting two deletions
R Gabrys, F Sala
IEEE Transactions on Information Theory 65 (2), 965-974, 2018
862018
Learning dependency structures for weak supervision models
P Varma, F Sala, A He, A Ratner, C Ré
International Conference on Machine Learning, 6418-6427, 2019
842019
Dynamic threshold schemes for multi-level non-volatile memories
F Sala, R Gabrys, L Dolecek
IEEE Transactions on Communications 61 (7), 2624-2634, 2013
782013
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
R Tu, N Roberts, M Khodak, J Shen, F Sala, A Talwalkar
arXiv preprint arXiv:2110.05668, 2022
77*2022
Linearly many faults in 2‐tree‐generated networks
E Cheng, L Lipták, F Sala
Networks: An International Journal 55 (2), 90-98, 2010
652010
Universalizing Weak Supervision
C Shin, W Li, H Vishwakarma, N Roberts, F Sala
International Conference on Learning Representations (ICLR) 2022, 2022
492022
Multi-Resolution Weak Supervision for Sequential Data
F Sala, P Varma, S Sagawa, J Fries, D Fu, S Khattar, A Ramamoorthy, ...
Advances in Neural Information Processing Systems, 192-203, 2019
452019
Synchronizing files from a large number of insertions and deletions
F Sala, C Schoeny, N Bitouzé, L Dolecek
IEEE Transactions on Communications 64 (6), 2258-2273, 2016
452016
Zero-shot robustification of zero-shot models
D Adila, C Shin, L Cai, F Sala
International Conference on Learning Representations (ICLR) 2024, 2024
422024
Ivy: Instrumental variable synthesis for causal inference
Z Kuang, F Sala, N Sohoni, S Wu, A Córdova-Palomera, J Dunnmon, ...
International Conference on Artificial Intelligence and Statistics, 398-410, 2020
392020
Signal processing and coding techniques for 2-D magnetic recording: An overview
SS Garani, L Dolecek, J Barry, F Sala, B Vasić
Proceedings of the IEEE 106 (2), 286-318, 2018
382018
Codes correcting erasures and deletions for rank modulation
R Gabrys, E Yaakobi, F Farnoud, F Sala, J Bruck, L Dolecek
IEEE Transactions on Information Theory 62 (1), 136-150, 2015
372015
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Articles 1–20