A comparison of non-symmetric entropy-based classification trees and support vector machine for cardiovascular risk stratification. - Anima Singh; John V. Guttag (EMBC, 2011)

Collaborative Filtering for Identifying Prescription Omissions in an ICU. - Anima Singh; John V. Guttag (HEALTHINF, 2013)

Leveraging hierarchy in medical codes for predictive modeling. - Anima Singh; Girish N. Nadkarni; John V. Guttag; Erwin P. Bottinger (BCB, 2014)

Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration. - Anima Singh; Girish N. Nadkarni; Omri Gottesman; Stephen B. Ellis; Erwin P. Bottinger; John V. Guttag (J. Biomed. Informatics, 2015)

Exploiting hierarchical and temporal information in building predictive models from EHR data. - Anima Singh (2015)

Understanding and Improving Knowledge Distillation. - Jiaxi Tang; Rakesh Shivanna; Zhe Zhao 001; Dong Lin; Anima Singh; Ed H. Chi; Sagar Jain (CoRR, 2020)

Multi-Resolution Attention for Personalized Item Search. - Furkan Kocayusufoglu; Tao Wu; Anima Singh; Georgios Roumpos; Heng-Tze Cheng; Sagar Jain; Ed H. Chi; Ambuj K. Singh (WSDM, 2022)

Recommender Systems with Generative Retrieval. - Shashank Rajput; Nikhil Mehta 002; Anima Singh; Raghunandan Hulikal Keshavan; Trung Vu 002; Lukasz Heldt; Lichan Hong; Yi Tay; Vinh Q. Tran 002; Jonah Samost; Maciej Kula; Ed H. Chi; et al. (NeurIPS, 2023)

Better Generalization with Semantic IDs: A case study in Ranking for Recommendations. - Anima Singh; Trung Vu 002; Raghunandan H. Keshavan; Nikhil Mehta 002; Xinyang Yi; Lichan Hong; Lukasz Heldt; Li Wei; Ed H. Chi; Maheswaran Sathiamoorthy (CoRR, 2023)

Density Weighting for Multi-Interest Personalized Recommendation. - Nikhil Mehta 002; Anima Singh; Xinyang Yi; Sagar Jain; Lichan Hong; Ed H. Chi (CoRR, 2023)

Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations. - Anima Singh; Trung Vu 002; Nikhil Mehta 002; Raghunandan H. Keshavan; Maheswaran Sathiamoorthy; Yilin Zheng; Lichan Hong; Lukasz Heldt; Li Wei; Devansh Tandon; Ed H. Chi; Xinyang Yi (RecSys, 2024)