Lost In Translation: Generating Adversarial Examples Robust to Round-Trip TranslationNeel BhandariPin-Yu Chen2022ICLR 2022
Semi-supervised Feature Selection for Efficient Detection of Systemic Deviations to Develop Trustworthy AIGirmaw Abebe TadesseWilliam Ogalloet al.2022AAAI 2022
Addressing Solution Quality in Data-generated Optimization ModelsOrit DavidovichParikshit Ramet al.2022AAAI 2022
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights GenerationGeorge KourMarcel Zalmanoviciet al.2022AAAI 2022
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative ModelSamuel HoffmanVijil Vijilet al.2021NeurIPS 2021
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion ProcessChulin WangKyongmin Yeoet al.2021NeurIPS 2021
Expose Uncertainty, Instill Distrust, Avoid Explanations: Towards Ethical Guidelines for AIClaudio Santos Pinhanez2021NeurIPS 2021
Automated Supervised Feature Selection for Differentiated Patterns of CareCatherine WanjiruWilliam Ogalloet al.2021NeurIPS 2021
Post-discovery Analysis of Anomalous SubsetsIsaiah Onando Mulang’William Ogalloet al.2021NeurIPS 2021