Zhou, Helen
- Learning to Route LLMs with Confidence Tokens
2024/10/17 by Yu-Neng Chuang, Chuang, Yu-Neng, Prathusha Kameswara Sarma +11 · 21 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Open Education and E-Learning #Teaching and Learning Programming
- Domain Adaptation under Missingness Shift
2022/11/03 by Helen Zhou, Zhou, Helen, Sivaraman Balakrishnan +3 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
- Treatment Policy Learning in Multiobjective Settings with Fully Observed\n Outcomes
2020/06/01 by Soorajnath Boominathan, Michael Oberst, Boominathan, Soorajnath +7 · 2 citations
Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time
2024/01/31 by Kate Candon, N. Georgiou, Candon, Kate +11 · 3 citations
Engineering · Health Professions · Psychology · #FOS: Computer and information sciences #Fault Detection and Control Systems #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Occupational Health and Safety Research #Robotics (cs.RO)
- Model Evaluation in Medical Datasets Over Time
2022/11/14 by Zhou, Helen, Chen, Yuwen, Lipton, Zachary C. · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evaluating Model Performance in Medical Datasets Over Time
2023/05/22 by Helen Zhou, Yu‐Wen Chen, Zhou, Helen +3 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains
2023/11/15 by Yu‐Wen Chen, Helen Zhou, Chen, Yuwen +3 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging