Frédéric Sala
- Representation Tradeoffs for Hyperbolic Embeddings
2018/04/10 by Christopher De, Albert Gu, De Sa, Christopher +5 · 20 citations
Engineering · Mathematics · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Guidance and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Dynamics and Fractals
- Ask Me Anything: A simple strategy for prompting language models
2022/10/05 by Simran Arora, Avanika Narayan, Arora, Simran +15 · 18 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models
2023/07/26 by Mayee F. Chen, Chen, Mayee F., Nicholas Roberts +11 · 21 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
2020/02/27 by Daniel Y. Fu, Fu, Daniel Y., Mayee F. Chen +9 · 6 citations
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms
- Training Complex Models with Multi-Task Weak Supervision
2018/10/05 by Alexander Ratner, Ratner, Alexander, Braden Hancock +9 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Theoretical Physics Benchmark (TPBench) -- a Dataset and Study of AI Reasoning Capabilities in Theoretical Physics
2025/02/19 by Daniel J. H. Chung, Chung, Daniel J. H., Zhiqi Gao +14 · 3 voices · 11 citations
Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #astro-ph.CO #cs.AI #cs.LG #hep-ph #hep-th
- NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
2021/10/12 by Renbo Tu, Tu, Renbo, Nicholas J. Roberts +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Zero-Shot Robustification of Zero-Shot Models
2023/09/08 by Dyah Adila, Adila, Dyah, Changho Shin +5 · 3 citations
Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
- Learning Dependency Structures for Weak Supervision Models
2019/03/14 by Paroma Varma, Frédéric Sala, Varma, Paroma +7 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and Data Classification
- AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
2022/08/30 by Nicholas J. Roberts, Roberts, Nicholas, Xintong Li +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction
2024/07/04 by Amanda Dsouza, Dsouza, Amanda, Christopher M. Glaze +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Domain Generalization via Nuclear Norm Regularization
2023/03/13 by Zhenmei Shi, Shi, Zhenmei, Yifei Ming +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
- ScriptoriumWS: A Code Generation Assistant for Weak Supervision
2025/02/17 by Tzu-Heng Huang, Huang, Tzu-Heng, Spencer Schoenberg +8 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services
- Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation
2025/06/12 by Tzu-Heng Huang, Harit Vishwakarma, Huang, Tzu-Heng +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research
- Train 'n Trade: Foundations of Parameter Markets
2023/12/07 by Tzu-Heng Huang, Huang, Tzu-Heng, Harit Vishwakarma +3 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Complex Systems and Time Series Analysis #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance
- Is Free Self-Alignment Possible?
2024/06/05 by Dyah Adila, Changho Shin, Adila, Dyah +5 · 1 citation
Business, Management and Accounting · #Computation and Language (cs.CL) #Corporate Governance and Law #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantifying Structure in CLIP Embeddings: A Statistical Framework for Concept Interpretation
2025/06/16 by Zhao, Jitian, Chenghui Li, Frédéric Sala +4 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Evaluating Sample Utility for Efficient Data Selection by Mimicking Model Weights
2025/01/12 by Tzu-Heng Huang, Manjot Bilkhu, Huang, Tzu-Heng +7 · 1 citation
Computer Science · #Machine Learning and Data Classification