Publications

77 results for Uncertainty Quantification

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
Isotropic Gaussian Processes on Finite Spaces of Graphs
- - Viacheslav Borovitskiy
  - Mohammad Reza Karimi
  - et al.
- 2023
- AISTATS 2023
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
- - Alexander Hägele
  - Jonas Rothfuss
  - et al.
- 2023
- AISTATS 2023
Combining Data and Theory for Derivable Scientific Discovery with AI-Descartes
- - Cristina Cornelio
  - Sanjeeb Dash
  - et al.
- 2023
- Nature Communications
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model
- - Maohao Shen
  - Yuheng Bu
  - et al.
- 2023
- AAAI 2023