Frank Nussbaum

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Robust Principal Component Analysis

Mixed Membership

Top Venues

J. Multivar. Anal.

Publications

Joachim Giesen, Paul Kahlmeyer, Sören Laue, Matthias Mitterreiter, Frank Nussbaum, Christoph Staudt
Mixed membership Gaussians. J. Multivar. Anal. 195 (2023)
Joachim Giesen, Paul Kahlmeyer, Frank Nussbaum, Sina Zarrieß
Leveraging the Wikipedia Graph for Evaluating Word Embeddings. IJCAI (2022)
Frank Nussbaum, Jakob Gawlikowski, Julia Niebling
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks. NeurIPS (2022)
Joachim Giesen, Paul Kahlmeyer, Sören Laue, Matthias Mitterreiter, Frank Nussbaum, Christoph Staudt, Sina Zarrieß
Method of Moments for Topic Models with Mixed Discrete and Continuous Features. IJCAI (2021)
Frank Nussbaum, Joachim Giesen
Robust principal component analysis for generalized multi-view models. UAI (2021)
Frank Nussbaum, Joachim Giesen
Pairwise sparse + low-rank models for variables of mixed type. J. Multivar. Anal. 178 (2020)
Frank Nussbaum, Joachim Giesen
Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models. IJCAI (2020)
Joachim Giesen, Frank Nussbaum, Christopher Schneider
Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization. IJCAI (2019)
Frank Nussbaum, Joachim Giesen
Ising Models with Latent Conditional Gaussian Variables. ALT (2019)
Frank Nussbaum, Joachim Giesen
Ising Models with Latent Conditional Gaussian Variables. CoRR (2019)