Julian Katz-Samuels
- GALAXY: Graph-based Active Learning at the Extreme
2022/02/03 by Jifan Zhang, Julian Katz-Samuels, Zhang, Jifan +3 · 4 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #SARS-CoV-2 detection and testing
- The True Sample Complexity of Identifying Good Arms
2019/06/15 by Julian Katz-Samuels, Kevin Jamieson, Katz-Samuels, Julian +1 · 3 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference
- Decontamination of Mutual Contamination Models
2017/09/30 by Julian Katz-Samuels, Gilles Blanchard, Katz-Samuels, Julian +3 · 2 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Data Stream Mining Techniques
- AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs
2025/05/31 by Nicholas E. Corrado, Julian Katz-Samuels, Corrado, Nicholas E. +15 · 1 citation
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Semantic Web and Ontologies #Simulation Techniques and Applications
- AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
2025/11/13 by Yun He, Wenzhe Li, He, Yun +46 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning