← Authors

Volker Roth

15 papers · 2011–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (11) πŸƒ Academic Marathon (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (70) πŸ“ˆ Trend Setter πŸ’Ž Century Club (15) πŸš€ Conference Pioneer

Conferences

NIPS (5) ICLR (3) AAAI (1) ACML (1) AISTATS (1) CVPR (1) ICML (1) MLHC (1) UAI (1)

Top co-authors

Sonali Parbhoo (5) Mario Wieser (3) Marcello Massimo Negri (3) Aleksander Wieczorek (3) David Adametz (3) Jonathan Aellen (2) Finale Doshi-velez (2) Fabricio Arend Torres (2) Thomas Fuchs (1) Clemens Blumer (1)

Keywords

variational inference (3) gaussian graphical model (3) transfer learning (2) gaussian copula (2) information bottleneck (2) mutual information (2) distance matrix (2) deep information bottleneck (2) gibbs sampling (2) dirichlet process (1) bayesian inference (1) feature learning (1) object recognition (1) structure learning (1) unsupervised learning (1) relational data (1) neural tangent kernel (1) bioinformatics (1) markov chain monte carlo (1) probabilistic modeling (1)

Papers

Injective flows for star-like manifolds ICLR 2025
Lagrangian Flow Networks for Conservation Laws ICLR 2024
Conditional Matrix Flows for Gaussian Graphical Models NIPS 2023
Feature learning and random features in standard finite-width convolutional neural networks: An empirical study UAI 2022
Inverse Learning of Symmetries NIPS 2020
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV MLHC 2020
Regional Tree Regularization for Interpretability in Deep Neural Networks AAAI 2020
Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019
Learning Sparse Latent Representations with the Deep Copula Information Bottleneck ICLR 2018
Bayesian Markov Blanket Estimation AISTATS 2016
Sparse meta-Gaussian information bottleneck ICML 2014
Distance-Based Network Recovery under Feature Correlation NIPS 2014
Recovering Networks from Distance Data ACML 2012
Meta-Gaussian Information Bottleneck NIPS 2012
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011