Jean-Pierre Falet
- Debiasing Counterfactuals In the Presence of Spurious Correlations
2023/08/21 by Kumar, Amar, Nima Fathi, Raghav Mehta +10 · 6 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education
- Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers
2022/08/03 by Kumar, Amar, Anjun Hu, Brennan Nichyporuk +10 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
- Delta-AI: Local objectives for amortized inference in sparse graphical models
2023/10/03 by Jean-Pierre Falet, Haebeom Lee, Falet, Jean-Pierre +14 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models
2023/05/05 by Joshua Durso-Finley, Jean-Pierre Falet, Durso-Finley, Joshua +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Economics, Econometrics and Finance · Medicine · #Cell Image Analysis Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging