Label-free Concept Bottleneck Models
- Tuomas Oikarinen
- Subhro Das
- et al.
- 2023
- ICLR 2023
Conference paper
Publications
963 results for Trustworthy AI
Understanding new tasks through the lens of training data via exponential tilting
- Subha Maity
- Mikhail Yurochkin
- et al.
- 2023
- ICLR 2023
Conference paperOn 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 paperFoundation Model Platforms and Bottom-of-the-Pyramid Innovation
- 2023
- ICLR 2023
Workshop paperIsotropic Gaussian Processes on Finite Spaces of Graphs
- Viacheslav Borovitskiy
- Mohammad Reza Karimi
- et al.
- 2023
- AISTATS 2023
Conference paperHeavy Sets with Applications to Interpretable Machine Learning Diagnostics
- Dmitry Malioutov
- Sanjeeb Dash
- et al.
- 2023
- AISTATS 2023
Conference paperWho Should Predict? Exact Algorithms For Learning to Defer to Humans
- Hussein Mozannar
- Hunter Lang
- 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 paperBaCaDI: Bayesian Causal Discovery with Unknown Interventions
- Alexander Hägele
- Jonas Rothfuss
- et al.
- 2023
- AISTATS 2023
Conference paperML approaches to flood susceptibility mapping at the country scale
- Geoffrey Dawson
- Junaid Butt
- et al.
- 2023
- EGU 2023
Poster