Hartley, Mary-Anne
- MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
2023/11/27 by Zeming Chen, A. Cano, Chen, Zeming +37 · 60 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks
2023/09/25 by Vinitra Swamy, Malika Satayeva, Swamy, Vinitra +13 · 6 citations
Computer Science · Medicine · #Machine Learning in Healthcare #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI)
- Optimal Model Averaging: Towards Personalized Collaborative Learning
2021/10/25 by Felix Grimberg, Grimberg, Felix, Mary‐Anne Hartley +5 · 3 citations
Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Statistical Methods and Inference
- TimEHR: Image-based Time Series Generation for Electronic Health Records
2024/02/09 by Mary‐Anne Hartley, Karami, Hojjat, Hartley, Mary-Anne +4 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing
2024/12/13 by Minghui Liu, Tahseen Rabbani, Liu, Minghui +12 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Performance (cs.PF) #Spam and Phishing Detection
- IFedAvg: Interpretable Data-Interoperability for Federated Learning
2021/07/14 by Roschewitz, David, Hartley, Mary-Anne, Corinzia, Luca +1 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- WAFFLE: Weighted Averaging for Personalized Federated Learning
2021/10/13 by Martin Beaussart, Felix Grimberg, Beaussart, Martin +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Machine Learning in Healthcare #Recommender Systems and Techniques
- Modular Clinical Decision Support Networks (MoDN) -- Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments
2022/11/12 by Cécile Trottet, Thijs Vogels, Trottet, Cécile +5 · 1 citation
Computer Science · Health Professions · #AI in cancer detection #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Towards Independence Criterion in Machine Unlearning of Features and Labels
2024/03/12 by Ling Han, Han, Ling, Nanqing Luo +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #I.2.6 #Machine Learning (cs.LG) #Machine Learning and Data Classification #Web Data Mining and Analysis