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Affinity Workshop
Mon 9:20 Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies
Fabio Arnez Yagualca · Huascar Espinoza · François Terrier
Spotlight
Tue 6:25 Amortized Conditional Normalized Maximum Likelihood: Reliable Out of Distribution Uncertainty Estimation
Aurick Zhou · Sergey Levine
Spotlight
Tue 7:45 DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya · Cameron Musco · Konstantinos Sotiropoulos · Charalampos Tsourakakis
Poster
Tue 9:00 Amortized Conditional Normalized Maximum Likelihood: Reliable Out of Distribution Uncertainty Estimation
Aurick Zhou · Sergey Levine
Poster
Tue 9:00 DeepWalking Backwards: From Embeddings Back to Graphs
Sudhanshu Chanpuriya · Cameron Musco · Konstantinos Sotiropoulos · Charalampos Tsourakakis
Spotlight
Wed 5:40 Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin Kopetzki · Bertrand Charpentier · Daniel Zügner · Sandhya Giri · Stephan Günnemann
Poster
Wed 9:00 Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin Kopetzki · Bertrand Charpentier · Daniel Zügner · Sandhya Giri · Stephan Günnemann
Spotlight
Thu 5:45 Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
Shengyang Sun · Jiaxin Shi · Andrew Wilson · Roger Grosse
Poster
Thu 9:00 Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition
Shengyang Sun · Jiaxin Shi · Andrew Wilson · Roger Grosse
Spotlight
Thu 17:35 Simple and Effective VAE Training with Calibrated Decoders
Oleh Rybkin · Kostas Daniilidis · Sergey Levine
Spotlight
Thu 20:35 Optimal Thompson Sampling strategies for support-aware CVaR bandits
Dorian Baudry · Romain Gautron · Emilie Kaufmann · Odalric-Ambrym Maillard
Poster
Thu 21:00 Simple and Effective VAE Training with Calibrated Decoders
Oleh Rybkin · Kostas Daniilidis · Sergey Levine