Ryser, Alain

14 publications

ICML 2025 From Logits to Hierarchies: Hierarchical Clustering Made Simple Emanuele Palumbo, Moritz Vandenhirtz, Alain Ryser, Imant Daunhawer, Julia E Vogt

TMLR 2025 Two Is Better than One: Aligned Representation Pairs for Anomaly Detection Alain Ryser, Thomas M. Sutter, Alexander Marx, Julia E Vogt

NeurIPSW 2024 Learning Symmetric Contexts for Anomaly Detection Alain Ryser, Thomas M. Sutter, Alexander Marx, Julia E Vogt

NeurIPSW 2024 Two Is Better than One: Aligned Clusters Improve Anomaly Detection Alain Ryser, Thomas M. Sutter, Alexander Marx, Julia E Vogt

NeurIPS 2023 Differentiable Random Partition Models Thomas Sutter, Alain Ryser, Joram Liebeskind, Julia Vogt

ICMLW 2023 Differentiable Set Partitioning Thomas M. Sutter, Alain Ryser, Joram Liebeskind, Julia E Vogt

ICLR 2023 Learning Group Importance Using the Differentiable Hypergeometric Distribution Thomas M. Sutter, Laura Manduchi, Alain Ryser, Julia E Vogt

NeurIPS 2023 Tree Variational Autoencoders Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia Vogt

ICMLW 2023 Tree Variational Autoencoders Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia E Vogt

ICMLW 2023 Tree Variational Autoencoders Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia E Vogt

ICMLW 2023 Uncovering Latent Structure Using Random Partition Models Thomas M. Sutter, Alain Ryser, Joram Liebeskind, Julia E Vogt

MLHC 2022 Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models Alain Ryser, Laura Manduchi, Fabian Laumer, Holger Michel, Sven Wellmann, Julia E. Vogt

ICLRW 2022 Continuous Relaxation for the Multivariate Noncentral Hypergeometric Distribution Thomas M. Sutter, Laura Manduchi, Alain Ryser, Julia E Vogt

AAAI 2019 High Dimensional Clustering with R-Nets Georgia Avarikioti, Alain Ryser, Yuyi Wang, Roger Wattenhofer