Volker Roth
15 papers · 2011–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Academic Marathon
(14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Grand Slam
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(70)
π
Trend Setter
π
Century Club
(15)
π
Conference Pioneer
Conferences
NIPS (5)
ICLR (3)
AAAI (1)
ACML (1)
AISTATS (1)
CVPR (1)
ICML (1)
MLHC (1)
UAI (1)
Top co-authors
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