The Combinatorial Generation of Objective Targets and Constraints for Large-scale Testing of Optimization Routines
- 2021
- FWCG 2021
Workshop paper
Publications
108 results for Trustworthy Generation
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
- Hannah Kim
- Girmaw Abebe Tadesse
- et al.
- 2021
- KDD 2021
Workshop paperFold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- Yue Cao
- Payel Das
- et al.
- 2021
- ICML 2021
Conference paperSubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- 2021
- ICML 2021
Workshop posterTabular Transformers for Modeling Multivariate Time Series
- Inkit Padhi
- Yair Schiff
- et al.
- 2021
- ICASSP 2021
Conference paperThe Role of Data-Driven Discovery in Detecting Vulnerable Sub-populations
- Girmaw Abebe Tadesse
- Skyler Speakman
- et al.
- 2021
- ICWSM 2021
Workshop paperFair Mixup: Fairness via Interpolation
- Ching-Yao chuang
- Youssef Mroueh
- 2021
- ICLR 2021
Conference paperOn the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- Youssef Mroueh
- Truyen V. Nguyen
- 2021
- AISTATS 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
Paper