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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
3952018
Low-dimensional hyperbolic knowledge graph embeddings
I Chami, A Wolf, DC Juan, F Sala, S Ravi, C Ré
arXiv preprint arXiv:2005.00545, 2020
3492020
Learning mixed-curvature representations in product spaces
A Gu, F Sala, B Gunel, C Ré
International conference on learning representations, 2018
2102018
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
2052019
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
1112020
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
1092022
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
772017
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
702019
Dynamic threshold schemes for multi-level non-volatile memories
F Sala, R Gabrys, L Dolecek
IEEE Transactions on Communications 61 (7), 2624-2634, 2013
702013
Codes correcting two deletions
R Gabrys, F Sala
IEEE Transactions on Information Theory 65 (2), 965-974, 2018
632018
Linearly many faults in 2‐tree‐generated networks
E Cheng, L Lipták, F Sala
Networks: An International Journal 55 (2), 90-98, 2010
582010
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
422016
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
352019
Universalizing Weak Supervision
C Shin, W Li, H Vishwakarma, N Roberts, F Sala
International Conference on Learning Representations (ICLR) 2022, 2022
342022
Error control schemes for modern flash memories: Solutions for flash deficiencies
F Sala, KAS Immink, L Dolecek
IEEE Consumer Electronics Magazine 4 (1), 66-73, 2014
292014
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
262018
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
262015
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
25*2022
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
252020
Novel combinatorial coding results for DNA sequencing and data storage
C Schoeny, F Sala, L Dolecek
2017 51st Asilomar Conference on Signals, Systems, and Computers, 511-515, 2017
242017
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