Jared Dunnmon

1. Hidden Stratification Causes Clinically Meaningful Failures in Machine\n Learning for Medical Imaging
   2019/09/26 by Luke Oakden‐Rayner, Oakden-Rayner, Luke, Jared Dunnmon +5 · 21 citations
   Medicine · Computer Science · Mathematics · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Statistical Methods and Inference
2. No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
   2020/11/25 by Nimit S. Sohoni, Sohoni, Nimit S., Jared Dunnmon +7 · 10 citations
   Computer Science · #Anomaly Detection Techniques and Applications #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 Data Classification #Machine Learning in Healthcare
3. Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models
   2022/11/21 by Siyi Tang, Jared Dunnmon, Tang, Siyi +11 · 5 citations
   Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
   2022/06/02 by Fernando Paolo, Paolo, Fernando, Tsu-ting Tim Lin +13 · 3 citations
   Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Ocean Waves and Remote Sensing #Underwater Acoustics Research #Underwater Vehicles and Communication Systems
5. Machine Learning for Better Models for Predicting Bond Prices
   2017/03/31 by Swetava Ganguli, Ganguli, Swetava, Jared Dunnmon +1 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Financial Markets and Investment Strategies #Market Dynamics and Volatility #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #and Science (cs.CE)