Publications

818 results for Trustworthy AI

Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models
- - Nathalie Baracaldo Angel
  - Farhan Ahmed
  - et al.
- 2023
- S&P 2023
Study of Distractors in Neural Models of Code
- - Md Rafiqul Islam Rabin
  - Aftab Hussain
  - et al.
- 2023
- ICSE 2023
Accelerating material design with the generative toolkit for scientific discovery
- - Matteo Manica
  - Jannis Born
  - et al.
- 2023
- npj Computational Materials
Weighted Clock Logic Point Process
- - Ruixuan Yan
  - Yunshi Wen
  - et al.
- 2023
- ICLR 2023
Label-free Concept Bottleneck Models
- - Tuomas Oikarinen
  - Subhro Das
  - et al.
- 2023
- ICLR 2023
Sampling with Mollified Interaction Energy Descent
- - Lingxiao Li
  - Qiang Liu
  - et al.
- 2023
- ICLR 2023
Understanding new tasks through the lens of training data via exponential tilting
- - Subha Maity
  - Mikhail Yurochkin
  - et al.
- 2023
- ICLR 2023
Foundation Model Platforms and Bottom-of-the-Pyramid Innovation
- - Kush Varshney
- 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