Buhmann, Joachim

9 publications

AISTATS 2022 Statistical and Computational Thresholds for the Planted K-Densest Sub-Hypergraph Problem Luca Corinzia, Paolo Penna, Wojciech Szpankowski, Joachim Buhmann

ICML 2020 From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models Aytunc Sahin, Yatao Bian, Joachim Buhmann, Andreas Krause

WACV 2020 Instance Segmentation for the Quantification of Microplastic Fiber Images Viktor Wegmayr, Aytunc Sahin, Bjorn Saemundsson, Joachim Buhmann

ICML 2019 Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference Yatao Bian, Joachim Buhmann, Andreas Krause

ICML 2013 Ellipsoidal Multiple Instance Learning Gabriel Krummenacher, Cheng Soon Ong, Joachim Buhmann

AISTATS 2009 Spanning Tree Approximations for Conditional Random Fields Patrick Pletscher, Cheng Soon Ong, Joachim Buhmann

AISTATS 2009 Structure Identification by Optimized Interventions Alberto Giovanni Busetto, Joachim Buhmann

NeurIPS 1994 Multidimensional Scaling and Data Clustering Thomas Hofmann, Joachim Buhmann

NeurIPS 1993 Central and Pairwise Data Clustering by Competitive Neural Networks Joachim Buhmann, Thomas Hofmann