Sampling with Mollified Interaction Energy Descent
- Lingxiao Li
- Qiang Liu
- et al.
- 2023
- ICLR 2023
Conference paper
Publications
94 results for Uncertainty Quantification
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
Workshop paperBaCaDI: Bayesian Causal Discovery with Unknown Interventions
- Alexander Hägele
- Jonas Rothfuss
- et al.
- 2023
- AISTATS 2023
Conference paperConvex Bounds on the Softmax Function with Applications to Robustness Verification
- Dennis Wei
- Haoze Wu
- et al.
- 2023
- AISTATS 2023
Conference paperIsotropic Gaussian Processes on Finite Spaces of Graphs
- Viacheslav Borovitskiy
- Mohammad Reza Karimi
- et al.
- 2023
- AISTATS 2023
Conference paperCombining Data and Theory for Derivable Scientific Discovery with AI-Descartes
- Cristina Cornelio
- Sanjeeb Dash
- et al.
- 2023
- Nature Communications
PaperPost-hoc Uncertainty Learning using a Dirichlet Meta-Model
- Maohao Shen
- Yuheng Bu
- et al.
- 2023
- AAAI 2023
PosterKnowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidate
- Carlos Raoni De Alencar Mendes
- Emilio Ashton Vital Brazil
- et al.
- 2023
- AAAI 2023
Workshop paperOptimization with Constraint Learning
- S. Ilker Birbil
- Donato Maragno
- et al.
- 2023
- AAAI 2023
TutorialIdentifying Extreme Regimes in Climate-Scale Digital Twins: a Roadmap
- 2022
- Big Data 2022
Workshop paper