Publications

60 results for AI Testing

Workflow Provenance in the Lifecycle of Scientific Machine Learning
- - Renan Francisco Santos Souza
  - Leonardo Guerreiro Azevedo
  - et al.
- 2021
- CCPE
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection
- - Ojaswa Sharma
  - Mudit Verma
  - et al.
- 2022
- CLOUD 2022
Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Testing Framework for Black-box AI Models
- - Aniya Aggarwal
  - Samiulla Shaikh
  - et al.
- 2021
- ICSE 2021
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
- - Nishtha Madaan
  - Inkit Padhi
  - et al.
- 2021
- AAAI 2021
Verifying individual fairness in machine learning models
- - Philips George John
  - Deepak Vijaykeerthy
  - et al.
- 2020
- UAI 2020
Quality Management of Machine Learning Systems
- - Peter Santhanam
- 2020
- AAAI 2020
Reliable Counterfactual Explanations for Autoencoder based Anomalies
- - Swastik Haldar
  - Philips George John
  - et al.
- 2021
- CODS-COMAD 2021
LaSO: Label-Set Operations networks for multi-label few-shot learning
- - Amit Alfassy
  - Leonid Karlinsky
  - et al.
- 2019
- CVPR 2019
Detection of data 'drift' over time affecting ML model performance
- - Samuel Ackerman
  - Orna Raz
  - et al.
- 2019
- ISA Annual Meeting 2019