firstbacksecondback
102 Results
|
Workshop
|
Uncertainty Aware Machine Learning for Robotics - Stefanie Tellex Hamidreza Kasaei |
||
|
Poster
|
Tue 14:00 |
The Neural Testbed: Evaluating Joint Predictions Ian Osband · Zheng Wen · Seyed Mohammad Asghari · Vikranth Dwaracherla · Xiuyuan Lu · MORTEZA IBRAHIMI · Dieterich Lawson · Botao Hao · Brendan O'Donoghue · Benjamin Van Roy |
|
|
Poster
|
Thu 14:00 |
Tractable Function-Space Variational Inference in Bayesian Neural Networks Tim G. J. Rudner · Zonghao Chen · Yee Whye Teh · Yarin Gal |
|
|
Poster
|
Thu 9:00 |
Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit |
|
|
Poster
|
Wed 14:00 |
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation Mehmet Ozgur Turkoglu · Alexander Becker · Hüseyin Anil Gündüz · Mina Rezaei · Bernd Bischl · Rodrigo Caye Daudt · Stefano D'Aronco · Jan Wegner · Konrad Schindler |
|
|
Poster
|
Thu 14:00 |
Semantic uncertainty intervals for disentangled latent spaces Swami Sankaranarayanan · Anastasios Angelopoulos · Stephen Bates · Yaniv Romano · Phillip Isola |
|
|
Poster
|
Tue 9:00 |
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs Philipp Oberdiek · Gernot Fink · Matthias Rottmann |
|
|
Poster
|
Thu 9:00 |
Single Model Uncertainty Estimation via Stochastic Data Centering Jayaraman Thiagarajan · Rushil Anirudh · Vivek Sivaraman Narayanaswamy · Timo Bremer |
|
|
Poster
|
Tue 9:00 |
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts Neeraj Wagh · Jionghao Wei · Samarth Rawal · Brent M Berry · Yogatheesan Varatharajah |
|
|
Poster
|
Tue 9:00 |
Bayesian Optimistic Optimization: Optimistic Exploration for Model-based Reinforcement Learning Chenyang Wu · Tianci Li · Zongzhang Zhang · Yang Yu |
|
|
Poster
|
Thu 9:00 |
Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks Frank Nussbaum · Jakob Gawlikowski · Julia Niebling |
|
|
Poster
|
Wed 14:00 |
Posterior and Computational Uncertainty in Gaussian Processes Jonathan Wenger · Geoff Pleiss · Marvin Pförtner · Philipp Hennig · John Cunningham |