Miani, Marco

1. Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
   2023/02/02 by Warburg, Frederik, Miani, Marco, Brack, Silas +1 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Reparameterization invariance in approximate Bayesian inference
   2024/06/05 by Roy, Hrittik, Miani, Marco, Ek, Carl Henrik +4 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Laplacian Autoencoders for Learning Stochastic Representations
   2022/06/30 by Miani, Marco, Warburg, Frederik, Moreno-Muñoz, Pablo +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification
   2023/03/23 by Zepf, Kilian, Wanna, Selma, Miani, Marco +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
   2024/09/23 by Marco Miani, Lorenzo Beretta, Miani, Marco +3 · 1 citation
   Physics and Astronomy · Decision Sciences · Engineering · #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #Fault Detection and Control Systems
6. Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections
   2024/10/22 by Marco Miani, Miani, Marco, Hrittik Roy +3 · 1 citation
   Computer Science · #Gaussian Processes and Bayesian Inference #Neural Networks and Applications #Generative Adversarial Networks and Image Synthesis