Liaudat, Tobías I.

1. DeepInverse: A Python package for solving imaging inverse problems with deep learning
   2025/05/26 by Julián Tachella, Tachella, Julián, Matthieu Terris +50 · 16 citations
   Mathematics · Computer Science · Engineering · #Statistical and numerical algorithms #Computational Physics and Python Applications #Sparse and Compressive Sensing Techniques
2. UNIONS: The Ultraviolet Near-Infrared Optical Northern Survey
   2025/03/18 by Gwyn, Stephen, McConnachie, Alan W., Cuillandre, Jean-Charles +86 · 7 citations
   #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
3. Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging
   2023/11/30 by T.I Liaudat, Matthijs Mars, Liaudat, Tobías I. +9 · 2 citations
   Environmental Science · Medicine · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Genetic factors in colorectal cancer #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Radio Astronomy Observations and Technology #Soil Moisture and Remote Sensing
4. Generative modelling for mass-mapping with fast uncertainty quantification
   2024/10/31 by Jessica Whitney, T.I Liaudat, Whitney, Jessica J. +7 · 3 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
5. Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry
   2024/10/30 by Mostafa Cherif, T.I Liaudat, Cherif, Mostafa +7 · 2 citations
   Physics and Astronomy · Medicine · Environmental Science · #Radio Astronomy Observations and Technology #Medical Imaging Techniques and Applications #Soil Moisture and Remote Sensing
6. Proximal nested sampling with data-driven priors for physical scientists
   2023/06/30 by Jason D. McEwen, T.I Liaudat, McEwen, Jason D. +7 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference