Addressing Solution Quality in Data-generated Optimization ModelsOrit DavidovichParikshit Ramet al.2022AAAI 2022
Semi-supervised Feature Selection for Efficient Detection of Systemic Deviations to Develop Trustworthy AIGirmaw Abebe TadesseWilliam Ogalloet al.2022AAAI 2022
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative ModelSamuel HoffmanVijil Vijilet al.2021NeurIPS 2021
Automated Supervised Feature Selection for Differentiated Patterns of CareCatherine WanjiruWilliam Ogalloet al.2021NeurIPS 2021
Expose Uncertainty, Instill Distrust, Avoid Explanations: Towards Ethical Guidelines for AIClaudio Santos Pinhanez2021NeurIPS 2021
Post-discovery Analysis of Anomalous SubsetsIsaiah Onando Mulang’William Ogalloet al.2021NeurIPS 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language ModelsPierre DogninInkit Padhiet al.2021EMNLP 2021
Decentralized Collaborative Learning with Probabilistic Data ProtectionIde-San IdeRaymond Harry Putra Rudy2021SMDS 2021
Racial Representation Analysis in Dermatology Academic MaterialsGirmaw Abebe TadesseCelia Cintaset al.2021AMIA Annual Symposium 2021
The Combinatorial Generation of Objective Targets and Constraints for Large-scale Testing of Optimization RoutinesOrit Davidovich2021FWCG 2021