Volker Röth

1. Beyond Sparsity: Tree Regularization of Deep Models for Interpretability
   2017/11/16 by Mike Wu, Michael C. Hughes, Wu, Mike +9 · 11 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare
2. Copula Mixture Model for Dependency-seeking Clustering
   2012/06/27 by Mélanie Rey, Rey, Melanie, Volker Röth +1 · 2 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Lagrangian Flow Networks for Conservation Laws
   2023/05/26 by Fabricio Arend Torres, Marcello Massimo Negri, Torres, F. Arend +7 · 3 citations
   Earth and Planetary Sciences · Environmental Science · #Cryospheric studies and observations #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Hydrology and Watershed Management Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Statistics and Probability (physics.data-an)
4. Conditional Matrix Flows for Gaussian Graphical Models
   2023/06/12 by Marcello Massimo Negri, Fabricio Arend Torres, Negri, Marcello Massimo +3 · 3 citations
   Mathematics · Computer Science · Chemistry · #Statistical Methods and Inference #Bayesian Modeling and Causal Inference #Spectroscopy and Chemometric Analyses
5. 3DMolNet: A Generative Network for Molecular Structures
   2020/10/08 by Vitali Nesterov, Nesterov, Vitali, Mario Wieser +3 · 1 citation
   Computer Science · Engineering · Materials Science · #Advanced Data Processing Techniques #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
6. Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
   2018/11/19 by Adam Kortylewski, Kortylewski, Adam, Mario Wieser +11 · 2 citations
   Computer Science · #Face recognition and analysis #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis