Forbes, Florence

1. Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
   2022/10/05 by Lambert, Benjamin, Forbes, Florence, Tucholka, Alan +3 · 16 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Bayesian Experimental Design via Contrastive Diffusions
   2024/10/15 by Iollo, Jacopo, Heinkelé, Christophe, Alliez, Pierre +1 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Leveraging 3D Information in Unsupervised Brain MRI Segmentation
   2021/01/26 by Lambert, Benjamin, Louis, Maxime, Doyle, Senan +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
4. Non-asymptotic model selection in block-diagonal mixture of polynomial\n experts models
   2021/04/18 by TrungTin Nguyen, Faïcel Chamroukhi, Nguyen, TrungTin +5 · 1 citation
   Computer Science · Mathematics · #62E17 (Primary) 62H30 #62H12 (Secondary) #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Scalable magnetic resonance fingerprinting: Incremental inference of high dimensional elliptical mixtures from large data volumes
   2024/12/13 by Geoffroy Oudoumanessah, Thomas Coudert, Oudoumanessah, Geoffroy +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Molecular Biology Techniques and Applications #Gene expression and cancer classification #Forensic and Genetic Research
6. Robust Conformal Volume Estimation in 3D Medical Images
   2024/07/29 by Benjamin Lambert, Florence Forbes, Lambert, Benjamin +5 · 1 citation
   Computer Science · #Medical Image Segmentation Techniques #Digital Image Processing Techniques #Advanced Vision and Imaging
7. Natural Variational Annealing for Multimodal Optimization
   2025/01/08 by LeMinh, Tâm, Arbel, Julyan, Möllenhoff, Thomas +2 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)