David Lopez-Paz
- mixup: Beyond Empirical Risk Minimization
2017/10/25 by Hongyi Zhang, Moustapha Cisse, Zhang, Hongyi +8 · 2 voices · 813 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Invariant Risk Minimization
2019/07/05 by Martin Arjovsky, Martín Arjovsky, Léon Bottou +7 · 2 voices · 357 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.AI #cs.LG #stat.ML
- Better & Faster Large Language Models via Multi-token Prediction
2024/04/30 by Fabian Gloeckle, Badr Youbi Idrissi, Gloeckle, Fabian +8 · 6 voices · 152 citations
Computer Science · #Artificial intelligence #Computer network #Computer science #Language model #Natural Language Processing Techniques #Natural language processing #Security token #Topic Modeling
- Flow Matching Guide and Code
2024/12/09 by Yaron Lipman, Marton Havasi, Lipman, Yaron +18 · 10 voices · 116 citations
Computer Science · Decision Sciences · Mathematics · #Code (set theory) #Computer science #Flow (mathematics) #Matching (statistics) #Mathematics #Mechanics #Physics #Programming language #Simulation Techniques and Applications #Software System Performance and Reliability #Statistics
- From Dependence to Causation
2016/07/12 by David Lopez-Paz, David López-Paz, Lopez-Paz, David · 13 citations
Computer Science · Mathematics · #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal inference #Causal structure #Causation #Computer science #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Inference #Machine Learning (stat.ML) #Machine learning #Neural Networks and Applications #stat.ML
- ReasonCACHE: Teaching LLMs To Reason Without Weight Updates
2026/02/02 by Sharut Gupta, Phillip Isola, Stefanie Jegelka +4 · 1 voice · 1 citation
Computer Science · #cs.LG #cs.AI