Frederic Sala
Frederic Sala
Assistant Professor, University of Wisconsin
Verifierad e-postadress på cs.wisc.edu - Startsida
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Citeras av
Representation tradeoffs for hyperbolic embeddings
F Sala, C De Sa, A Gu, C Ré
International Conference on Machine Learning, 2018
Low-dimensional hyperbolic knowledge graph embeddings
I Chami, A Wolf, DC Juan, F Sala, S Ravi, C Ré
arXiv preprint arXiv:2005.00545, 2020
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
Learning mixed-curvature representations in product spaces
A Gu, F Sala, B Gunel, C Ré
International Conference on Learning Representations, 2019
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
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
Dynamic threshold schemes for multi-level non-volatile memories
F Sala, R Gabrys, L Dolecek
IEEE Transactions on Communications 61 (7), 2624-2634, 2013
Linearly many faults in 2‐tree‐generated networks
E Cheng, L Lipták, F Sala
Networks: An International Journal 55 (2), 90-98, 2010
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
Codes correcting two deletions
R Gabrys, F Sala
IEEE Transactions on Information Theory 65 (2), 965-974, 2018
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
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
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
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
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
NSF expedition on variability-aware software: Recent results and contributions
L Wanner, L Lai, A Rahimi, M Gottscho, P Mercati, CH Huang, F Sala, ...
it-Information Technology 57 (3), 181-198, 2015
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
Coding for unreliable flash memory cells
R Gabrys, F Sala, L Dolecek
IEEE Communications Letters 18 (9), 1491-1494, 2014
Three novel combinatorial theorems for the insertion/deletion channel
F Sala, R Gabrys, C Schoeny, L Dolecek
2015 IEEE International Symposium on Information Theory (ISIT), 2702-2706, 2015
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
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