Manuel Haußmann

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Gaussian Process

Top Venues

Publications

Abdullah Akgül, Manuel Haußmann, Melih Kandemir
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning. CoRR (2024)
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
Evidential Turing Processes. ICLR (2022)
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
Evidential Turing Processes. CoRR (2021)
Marco Bellagente, Manuel Haußmann, Michel Luchmann, Tilman Plehn
Understanding Event-Generation Networks via Uncertainties. CoRR (2021)
Manuel Haußmann, Sebastian Gerwinn, Andreas Look, Barbara Rakitsch, Melih Kandemir
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes. AISTATS (2021)
Manuel Haußmann, Sebastian Gerwinn, Andreas Look, Barbara Rakitsch, Melih Kandemir
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes. CoRR (2020)
Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation. UAI (2019)
Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir
Deep Active Learning with Adaptive Acquisition. IJCAI (2019)
Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir
Deep Active Learning with Adaptive Acquisition. CoRR (2019)
Manuel Haußmann, Sebastian Gerwinn, Melih Kandemir
Bayesian Prior Networks with PAC Training. CoRR (2019)
Elke Kirschbaum, Manuel Haußmann, Steffen Wolf, Hannah Sonntag, Justus Schneider, Shehabeldin Elzoheiry, Oliver Kann, Daniel Durstewitz, Fred A. Hamprecht
LeMoNADe: Learned Motif and Neuronal Assembly Detection in calcium imaging videos. ICLR (Poster) (2019)
Melih Kandemir, Manuel Haußmann, Fred A. Hamprecht
Sampling-Free Variational Inference of Bayesian Neural Nets. CoRR (2018)
Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir
Variational Bayesian Multiple Instance Learning with Gaussian Processes. CVPR (2017)
Melih Kandemir, Manuel Haußmann, Ferran Diego, Kumar T. Rajamani, Jeroen van der Laak, Fred A. Hamprecht
Variational Weakly Supervised Gaussian Processes. BMVC (2016)