On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- Youssef Mroueh
- Truyen V. Nguyen
- 2021
- AISTATS 2021
Conference paper
Publications
934 results for Trustworthy AI
Making Business Partner Recommendation More Effective: Impacts of Combining Recommenders and Explanations through User Feedback
- Öznur Alkan
- Massimiliano Mattetti
- et al.
- 2021
- ACMIUI-WS 2021
Conference paperLinear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2021
- AISTATS 2021
Conference paperEmbedding dynamic knowledge graphs based on observational ontologies in semantic vector spaces
- 2021
- SPIE DCS 2021
Conference paperDon't Forget to Sign the Gradients!
- Omid Aramoon
- Pin-Yu Chen
- et al.
- 2021
- MLSys 2021
Conference paperDetection 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
Conference paperAccelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
- Payel Das
- Tom Sercu
- et al.
- 2021
- Nature Biomedical Engineering
PaperCryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning
- Rupesh Raj Karn
- Prabhakar Kudva
- et al.
- 2021
- IEEE TPDS
PaperExplainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- Anna Paola Carrieri
- Niina Haiminen
- et al.
- 2021
- Scientific Reports
PaperConnecting Underrepresented Minorities and Qualified Job Positions Using Online Data
- Maysa Malfiza Garcia de Macedo
- Marisa Affonso Vasconcelos
- et al.
- 2021
- AAAI 2021
Workshop paper