Alain Ryser
6 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Grand Slam
π
Conference Pioneer
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
ICML (1)
MLHC (1)
Top co-authors
Keywords
variational autoencoder
(2)
anomaly detection
(1)
weakly supervised learning
(1)
video understanding
(1)
hierarchical clustering
(1)
multitask learning
(1)
posterior distribution
(1)
high-dimensional clustering
(1)
generative model
(1)
latent variable
(1)
k-center clustering
(1)
partition model
(1)
latent trajectory
(1)
generative factor
(1)
reparameterized gradient
(1)
variational clustering
(1)
greedy permutation
(1)
variational inference
(1)
heart disease detection
(1)
Papers
From Logits to Hierarchies: Hierarchical Clustering made Simple
ICML 2025
Differentiable Random Partition Models
NIPS 2023
Tree Variational Autoencoders
NIPS 2023
Learning Group Importance using the Differentiable Hypergeometric Distribution
ICLR 2023
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models
MLHC 2022
High Dimensional Clustering with r-nets
AAAI 2019