Knowledge from Uncertainty in Evidential Deep Learning
- Cai Davies
- Marc Roig Vilamala
- et al.
- 2023
- KDD 2023
Publications
79 results for Uncertainty Quantification
Proper Scoring Rules for Survival Analysis
- Hiroki Yanagisawa
- 2023
- ICML 2023
Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning
- Hanjing Wang
- Dhiraj Joshi
- et al.
- 2023
- CVPR 2023
AI for Climate Impacts: Applications in Flood Risk
- Anne Jones
- Julian Kuehnert
- et al.
- 2023
- NPJ Clim. Atmos. Sci.
Remarks on Utility in Repeated Bets
- Nimrod Megiddo
- 2023
- arXiv
Sampling with Mollified Interaction Energy Descent
- Lingxiao Li
- Qiang Liu
- et al.
- 2023
- ICLR 2023
On the impact of small-data diversity on forecasts: evidence from meteorologically-driven electricity demand in Mediterranean zones.
- Reginald Eugene Bryant
- Julian Kuehnert
- 2023
- ICLR 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification
- Dennis Wei
- Haoze Wu
- et al.
- 2023
- AISTATS 2023
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
- Alexander Hägele
- Jonas Rothfuss
- et al.
- 2023
- AISTATS 2023
Isotropic Gaussian Processes on Finite Spaces of Graphs
- Viacheslav Borovitskiy
- Mohammad Reza Karimi
- et al.
- 2023
- AISTATS 2023