Aniruddh Raghu

1. Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML
   2019/09/19 by Aniruddh Raghu, Raghu, Aniruddh, Maithra Raghu +5 · 20 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 Data Classification #Multimodal Machine Learning Applications
2. Deep Reinforcement Learning for Sepsis Treatment
   2017/11/27 by Aniruddh Raghu, Raghu, Aniruddh, Matthieu Komorowski +9 · 13 citations
   Medicine · Computer Science · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Clinical Reasoning and Diagnostic Skills
3. Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
   2017/05/23 by Aniruddh Raghu, Matthieu Komorowski, Raghu, Aniruddh +7 · 8 citations
   Computer Science · Medicine · #FOS: Computer and information sciences #Intensive Care Unit Cognitive Disorders #Machine Learning (cs.LG) #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
4. Data Augmentation for Electrocardiograms
   2022/04/09 by Aniruddh Raghu, Divya Shanmugam, Raghu, Aniruddh +7 · 2 citations
   Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG)
5. Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
   2024/12/10 by Alan Nawzad Amin, Nate Gruver, Amin, Alan Nawzad +15 · 2 voices · 3 citations
   #stat.ML #cs.LG #q-bio.BM