Publications

822 results for Trustworthy AI

Robust Feature Based Model Agnostic Explainability For Time Series Forecasting
- - Vikas Raykar
  - Sumanta Mukherjee
  - et al.
- 2021
- INFORMS 2021
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques
- - Vijay Arya
  - Rachel K. Bellamy
  - et al.
- 2021
- INFORMS 2021
Detecting model drift using polynomial relations
- - Eliran Roffe
  - Samuel Ackerman
  - et al.
- 2022
- AAAI 2022
The Combinatorial Generation of Objective Targets and Constraints for Large-scale Testing of Optimization Routines
- - Orit Davidovich
- 2021
- FWCG 2021
Secure Random Sampling in Differential Privacy
- - Naoise Holohan
  - Stefano Braghin
- 2021
- ESORICS 2021
Anonymizing Machine Learning Models
- - Abigail Goldsteen
  - Micha Moffie
  - et al.
- 2021
- ESORICS 2021
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription
- - Shashanka Ubaru
  - Lior Horesh
  - et al.
- 2021
- Journal of Biomedical Informatics
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- - Kamala Varma
  - Yi Zhou
  - et al.
- 2021
- CLOUD 2021
Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom
- - Ellen E. Lee
  - John Torous
  - et al.
- 2021
- Biological Psychiatry
ObjectivAIze: Measuring Performance and Biases in Augmented Business Decision Systems
- - Thomas Baudel
  - Manon Verbockhaven
  - et al.
- 2021
- INTERACT 2021