Publications

802 results for Trustworthy AI

Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
- - Kartik Ahuja
  - Karthikeyan Shanmugam
  - et al.
- 2021
- AISTATS 2021
Embedding dynamic knowledge graphs based on observational ontologies in semantic vector spaces
- - Declan Millar
  - Dave Braines
  - et al.
- 2021
- SPIE DCS 2021
Don't Forget to Sign the Gradients!
- - Omid Aramoon
  - Pin-Yu Chen
  - et al.
- 2021
- MLSys 2021
Detection of Anomalous Patterns Associated with the Impact of Medications on 30-Day Hospital Readmission Rates in Diabetes Care
- - William Ogallo
  - Girmaw Abebe Tadesse
  - et al.
- 2021
- AMIA Informatics Summit 2021
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
- - Payel Das
  - Tom Sercu
  - et al.
- 2021
- Nature Biomedical Engineering
Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning
- - Rupesh Raj Karn
  - Prabhakar Kudva
  - et al.
- 2021
- IEEE TPDS
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- - Anna Paola Carrieri
  - Niina Haiminen
  - et al.
- 2021
- Scientific Reports
Connecting Underrepresented Minorities and Qualified Job Positions Using Online Data
- - Maysa Malfiza Garcia de Macedo
  - Marisa Affonso Vasconcelos
  - et al.
- 2021
- AAAI 2021
Anomaly Attribution with Likelihood Compensation
- - Tsuyoshi Ide
  - Amit Dhurandhar
  - et al.
- 2021
- AAAI 2021
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
- - Nishtha Madaan
  - Inkit Padhi
  - et al.
- 2021
- AAAI 2021