Publications

58 results for AI Testing

Are you using test log-likelihoods correctly?
- - Sameer Deshpande
  - Soumya Ghosh
  - et al.
- 2022
- NeurIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
- - Dennis Wei
  - Rahul Nair
  - et al.
- 2022
- NeurIPS 2022
HCAI@NeurIPS 2022, Human Centered AI
- - Michael Muller
  - Plamen Agelov
  - et al.
- 2022
- NeurIPS 2022
1st Workshop on Data Integrity and Secure Cloud Computing (DISCC-2022)
- - Pradip Bose
  - Jennifer Dworak
  - et al.
- 2022
- MICRO 2022
The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning
- - Orit Davidovich
  - Gheorghe-Teodor Bercea
  - et al.
- 2022
- KDD 2022
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2022
- IJCAI 2022
A Framework for Learning Ante-hoc Explainable Models via Concepts
- - Anirban Sarkar
  - Deepak Vijaykeerthy
  - et al.
- 2022
- CVPR 2022
Deep Learning based Vulnerability Detection: Are We There Yet?
- - Saikat Chakraborty
  - Rahul Krishna
  - et al.
- 2022
- ICSE 2022
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text Classification
- - Ioana Baldini Soares
  - Dennis Wei
  - et al.
- 2022
- ACL 2022
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs
- - Jialun Cao
  - Meiziniu Li
  - et al.
- 2022
- ICSE 2022