Manuel Haussmann
7 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (8)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICLR (2)
AISTATS (1)
CVPR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
variational inference
(2)
active learning
(1)
probabilistic modeling
(1)
bayesian inference
(1)
uncertainty quantification
(1)
weakly supervised learning
(1)
gaussian process
(1)
multiple instance learning
(1)
amortized inference
(1)
latent variable model
(1)
acquisition function
(1)
treatment effect estimation
(1)
bayesian neural network
(1)
policy network
(1)
electronic health record
(1)
treatment effect
(1)
patient matching
(1)
single-arm trial
(1)
reinforcement feedback
(1)
conditional neural process
(1)
Papers
High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders
ICLR 2025
Estimating treatment effects from single-arm trials via latent-variable modeling
AISTATS 2024
Latent variable model for high-dimensional point process with structured missingness
ICML 2024
Practical Equivariances via Relational Conditional Neural Processes
NIPS 2023
Evidential Turing Processes
ICLR 2022
Deep Active Learning with Adaptive Acquisition
IJCAI 2019
Variational Bayesian Multiple Instance Learning With Gaussian Processes
CVPR 2017