1 code implementation • 30 Sep 2022 • Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee
To address this, we propose contrastive corpus similarity, a novel and semantically meaningful scalar explanation output based on a reference corpus and a contrasting foil set of samples.
no code implementations • 30 Jun 2020 • Chris Lin, Gerald J. Sun, Krishna C. Bulusu, Jonathan R. Dry, Marylens Hernandez
Through a single self-attention layer, a GISST model learns an importance probability for each node feature and edge in the input graph.
no code implementations • 2 Dec 2018 • Anand Avati, Stephen Pfohl, Chris Lin, Thao Nguyen, Meng Zhang, Philip Hwang, Jessica Wetstone, Kenneth Jung, Andrew Ng, Nigam H. Shah
Identifying patients who will be discharged within 24 hours can improve hospital resource management and quality of care.