Learning new tricks from old dogs: Multi-source transfer learning from pre-trained networksJoshua Ka Wing LeePrasanna Sattigeriet al.2019NeurIPS 2019
A game theoretic approach to class-wise selective rationalizationShiyu ChangYang Zhanget al.2019NeurIPS 2019
Scalable inference of topic evolution via models for latent geometric structuresMikhail YurochkinZhiwei Fanet al.2019NeurIPS 2019
Hierarchical optimal transport for document representationMikhail YurochkinFarzaneh Mirzazadehet al.2019NeurIPS 2019
Tight certificates of adversarial robustness for randomly smoothed classifiersGuang He LeeYang Yuanet al.2019NeurIPS 2019
Bayesian nonparametric federated learning of neural networksMikhail YurochkinMayank Agarwalet al.2019ICML 2019
Co-regularized alignment for unsupervised domain adaptationAbhishek KumarKahini Wadhawanet al.2018NeurIPS 2018
Semi-supervised learning with GANs: Manifold invariance with improved inferenceAbhishek KumarPrasanna Sattigeriet al.2017NeurIPS 2017
Advancing Open-Source AI in Chemistry and Materials—From Foundation Models to Integrated Frameworks to Solve Global ChallengesKristin SchmidtEduardo Almeida Soareset al.2024MRS Fall Meeting 2024
Harnessing negative data for enhancing model learning in chemistryAlessandra ToniatoMara Grazianiet al.2024ACS Fall 2024