
Frederic Sala
Person information
- affiliation: Stanford University, CA, USA
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2020 – today
- 2021
- [c29]Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré:
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation. AISTATS 2021: 3286-3294 - [i12]Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré:
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation. CoRR abs/2103.02761 (2021) - 2020
- [c28]Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré:
Low-Dimensional Hyperbolic Knowledge Graph Embeddings. ACL 2020: 6901-6914 - [c27]Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré:
Ivy: Instrumental Variable Synthesis for Causal Inference. AISTATS 2020: 398-410 - [c26]Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré:
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods. ICML 2020: 3280-3291 - [i11]Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré:
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods. CoRR abs/2002.11955 (2020) - [i10]Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré:
Ivy: Instrumental Variable Synthesis for Causal Inference. CoRR abs/2004.05316 (2020) - [i9]Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré:
Low-Dimensional Hyperbolic Knowledge Graph Embeddings. CoRR abs/2005.00545 (2020) - [i8]Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu, Ravi Teja Mullapudi, Fait Poms, Kayvon Fatahalian, Christopher Ré:
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings. CoRR abs/2006.15168 (2020)
2010 – 2019
- 2019
- [j13]Ryan Gabrys
, Frederic Sala:
Codes Correcting Two Deletions. IEEE Trans. Inf. Theory 65(2): 965-974 (2019) - [j12]Clayton Schoeny
, Frederic Sala
, Mark Gottscho
, Irina Alam, Puneet Gupta, Lara Dolecek
:
Context-Aware Resiliency: Unequal Message Protection for Random-Access Memories. IEEE Trans. Inf. Theory 65(10): 6146-6159 (2019) - [c25]Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré:
Training Complex Models with Multi-Task Weak Supervision. AAAI 2019: 4763-4771 - [c24]Albert Gu, Frederic Sala, Beliz Gunel, Christopher Ré:
Learning Mixed-Curvature Representations in Product Spaces. ICLR (Poster) 2019 - [c23]Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Ré:
Learning Dependency Structures for Weak Supervision Models. ICML 2019: 6418-6427 - [c22]Paroma Varma, Frederic Sala, Shiori Sagawa, Jason Alan Fries, Daniel Y. Fu, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré:
Multi-Resolution Weak Supervision for Sequential Data. NeurIPS 2019: 192-203 - [i7]Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Ré:
Learning Dependency Structures for Weak Supervision Models. CoRR abs/1903.05844 (2019) - [i6]Frederic Sala, Paroma Varma, Jason A. Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré:
Multi-Resolution Weak Supervision for Sequential Data. CoRR abs/1910.09505 (2019) - 2018
- [j11]Shayan Srinivasa Garani, Lara Dolecek, John Barry, Frederic Sala, Bane Vasic:
Signal Processing and Coding Techniques for 2-D Magnetic Recording: An Overview. Proc. IEEE 106(2): 286-318 (2018) - [c21]Frederic Sala, Christopher De Sa, Albert Gu, Christopher Ré:
Representation Tradeoffs for Hyperbolic Embeddings. ICML 2018: 4457-4466 - [c20]Ryan Gabrys, Frederic Sala:
Codes Correcting Two Deletions. ISIT 2018: 426-430 - [i5]Christopher De Sa, Albert Gu, Christopher Ré, Frederic Sala:
Representation Tradeoffs for Hyperbolic Embeddings. CoRR abs/1804.03329 (2018) - [i4]Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré:
Training Complex Models with Multi-Task Weak Supervision. CoRR abs/1810.02840 (2018) - 2017
- [j10]Frederic Sala, Clayton Schoeny, Shahroze Kabir, Dariush Divsalar, Lara Dolecek
:
On Nonuniform Noisy Decoding for LDPC Codes With Application to Radiation-Induced Errors. IEEE Trans. Commun. 65(4): 1438-1450 (2017) - [j9]Frederic Sala, Ryan Gabrys, Clayton Schoeny
, Lara Dolecek
:
Exact Reconstruction From Insertions in Synchronization Codes. IEEE Trans. Inf. Theory 63(4): 2428-2445 (2017) - [c19]Clayton Schoeny, Frederic Sala, Lara Dolecek:
Novel combinatorial coding results for DNA sequencing and data storage. ACSSC 2017: 511-515 - [c18]Shahroze Kabir, Frederic Sala, Guy Van den Broeck, Lara Dolecek:
Coded machine learning: Joint informed replication and learning for linear regression. Allerton 2017: 1248-1255 - [c17]Clayton Schoeny, Frederic Sala, Mark Gottscho, Irina Alam, Puneet Gupta, Lara Dolecek:
Context-aware resiliency: Unequal message protection for random-access memories. ITW 2017: 166-170 - [i3]Frederic Sala, Shahroze Kabir, Guy Van den Broeck, Lara Dolecek:
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification. CoRR abs/1703.02641 (2017) - [i2]Ryan Gabrys, Frederic Sala:
Codes Correcting Two Deletions. CoRR abs/1712.07222 (2017) - 2016
- [b1]Frederic Sala:
Algorithms and Coding Techniques for Reliable Data Management and Storage. University of California, Los Angeles, USA, 2016 - [j8]Lara Dolecek, Frederic Sala:
Channel Coding Methods for Non-Volatile Memories. Found. Trends Commun. Inf. Theory 13(1): 1-128 (2016) - [j7]Frederic Sala, Clayton Schoeny, Nicolas Bitouze, Lara Dolecek:
Synchronizing Files From a Large Number of Insertions and Deletions. IEEE Trans. Commun. 64(6): 2258-2273 (2016) - [j6]Ryan Gabrys, Eitan Yaakobi, Farzad Farnoud, Frederic Sala, Jehoshua Bruck
, Lara Dolecek:
Codes Correcting Erasures and Deletions for Rank Modulation. IEEE Trans. Inf. Theory 62(1): 136-150 (2016) - [c16]Frederic Sala, Clayton Schoeny, Shahroze Kabir, Dariush Divsalar, Lara Dolecek:
Flash memories in high radiation environments: LDPC decoder study. ACSSC 2016: 2049-2053 - [c15]Kayvon Mazooji, Frederic Sala, Guy Van den Broeck, Lara Dolecek:
Robust channel coding strategies for machine learning data. Allerton 2016: 609-616 - [c14]Frederic Sala, Henry Duwe, Lara Dolecek, Rakesh Kumar:
A Unified Framework for Error Correction in On-chip Memories. DSN Workshops 2016: 268-274 - [c13]Frederic Sala, Ryan Gabrys, Clayton Schoeny, Kayvon Mazooji, Lara Dolecek:
Exact sequence reconstruction for insertion-correcting codes. ISIT 2016: 615-619 - [p1]Frederic Sala, Clayton Schoeny, Lara Dolecek:
Advanced Algebraic and Graph-Based ECC Schemes for Modern NVMs. 3D Flash Memories 2016: 321-348 - [i1]Frederic Sala, Ryan Gabrys, Clayton Schoeny, Lara Dolecek:
Exact Reconstruction from Insertions in Synchronization Codes. CoRR abs/1604.03000 (2016) - 2015
- [j5]Frederic Sala, Kees A. Schouhamer Immink, Lara Dolecek:
Error Control Schemes for Modern Flash Memories: Solutions for Flash deficiencies. IEEE Consumer Electron. Mag. 4(1): 66-73 (2015) - [j4]Lucas Francisco Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt
, Puneet Gupta, Rajesh K. Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester, Yuanyuan Zhou:
NSF expedition on variability-aware software: Recent results and contributions. it Inf. Technol. 57(3): 181-198 (2015) - [c12]Frederic Sala, Clayton Schoeny, Dariush Divsalar, Lara Dolecek:
Asymmetric ECCs for Flash in high-radiation environments. ACSSC 2015: 844-848 - [c11]Frederic Sala, Clayton Schoeny, Dariush Divsalar, Lara Dolecek:
Asymmetric error-correcting codes for Flash memories in high-radiation environments. ISIT 2015: 2096-2100 - [c10]Clayton Schoeny, Frederic Sala, Lara Dolecek:
Analysis and coding schemes for the flash normal-laplace mixture channel. ISIT 2015: 2101-2105 - [c9]Frederic Sala, Ryan Gabrys, Clayton Schoeny, Lara Dolecek:
Three novel combinatorial theorems for the insertion/deletion channel. ISIT 2015: 2702-2706 - 2014
- [j3]Ryan Gabrys, Frederic Sala, Lara Dolecek:
Coding for Unreliable Flash Memory Cells. IEEE Commun. Lett. 18(9): 1491-1494 (2014) - [c8]Clayton Schoeny, Nicolas Bitouze, Frederic Sala, Lara Dolecek:
Efficient file synchronization: Extensions and simulations. ACSSC 2014: 2129-2133 - [c7]Ryan Gabrys, Eitan Yaakobi, Farzad Farnoud, Frederic Sala, Jehoshua Bruck
, Lara Dolecek:
Single-deletion-correcting codes over permutations. ISIT 2014: 2764-2768 - [c6]Frederic Sala, Ryan Gabrys, Lara Dolecek:
Deletions in multipermutations. ISIT 2014: 2769-2773 - [c5]Frederic Sala, Ryan Gabrys, Lara Dolecek:
Gilbert-Varshamov-like lower bounds for deletion-correcting codes. ITW 2014: 147-151 - 2013
- [j2]Frederic Sala, Ryan Gabrys, Lara Dolecek:
Dynamic Threshold Schemes for Multi-Level Non-Volatile Memories. IEEE Trans. Commun. 61(7): 2624-2634 (2013) - [c4]Nicolas Bitouze, Frederic Sala, S. M. Sadegh Tabatabaei Yazdi, Lara Dolecek:
A practical framework for efficient file synchronization. Allerton 2013: 1213-1220 - [c3]Frederic Sala, Lara Dolecek:
Counting sequences obtained from the synchronization channel. ISIT 2013: 2925-2929 - [c2]Frederic Sala, Lara Dolecek:
Constrained rank modulation schemes. ITW 2013: 1-5 - 2012
- [c1]Frederic Sala, Ryan Gabrys, Lara Dolecek:
Dynamic threshold schemes for multi-level non-volatile memories. ACSCC 2012: 1245-1249 - 2010
- [j1]Eddie Cheng
, László Lipták, Fred Sala:
Linearly many faults in 2-tree-generated networks. Networks 55(2): 90-98 (2010)
Coauthor Index

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