Charton, Francois
- Leveraging Automated Unit Tests for Unsupervised Code Translation
2021/10/13 by Roziere, Baptiste, Zhang, Jie M., Charton, Francois +3 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Code Translation with Compiler Representations
2022/06/30 by Marc Szafraniec, Baptiste Rozière, Szafraniec, Marc +9 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
- Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification
2024/06/11 by Yunzhen Feng, Elvis Dohmatob, Feng, Yunzhen +7 · 14 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Advanced Database Systems and Queries
- Iteration Head: A Mechanistic Study of Chain-of-Thought
2024/06/04 by Cabannes, Vivien, Arnal, Charles, Bouaziz, Wassim +3 · 12 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Instruction Diversity Drives Generalization To Unseen Tasks
2024/02/16 by Dylan Zhang, Zhang, Dylan, Justin Wang +3 · 4 citations
Social Sciences · #Teacher Education and Leadership Studies
- SALSA PICANTE: a machine learning attack on LWE with binary secrets
2023/03/07 by Li, Cathy, Sotáková, Jana, Wenger, Emily +4 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Only-IF:Revealing the Decisive Effect of Instruction Diversity on Generalization
2024/10/07 by Dylan Zhang, Justin Wang, Zhang, Dylan +3 · 2 citations
Social Sciences · #Mathematics Education and Teaching Techniques
- SALSA VERDE: a machine learning attack on Learning With Errors with sparse small secrets
2023/06/20 by Yue Li, Li, Cathy Yuanchen, Emily Wenger +7 · 1 citation
Computer Science · #Cryptography and Data Security #Coding theory and cryptography #Cryptography and Residue Arithmetic