Anima Singh

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 6

Top Venues

CoRR

BCB

WSDM

J. Biomed. Informatics

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Shashank Rajput, Nikhil Mehta, Anima Singh, Raghunandan H. Keshavan, Trung Vu, Lukasz Heldt, Lichan Hong, Yi Tay, Vinh Q. Tran, Jonah Samost, Maciej Kula, Ed H. Chi, Maheswaran Sathiamoorthy
Recommender Systems with Generative Retrieval. CoRR (2023)
Anima Singh, Trung Vu, Raghunandan H. Keshavan, Nikhil Mehta, Xinyang Yi, Lichan Hong, Lukasz Heldt, Li Wei, Ed H. Chi, Maheswaran Sathiamoorthy
Better Generalization with Semantic IDs: A case study in Ranking for Recommendations. CoRR (2023)
Shashank Rajput, Nikhil Mehta, Anima Singh, Raghunandan Hulikal Keshavan, Trung Vu, Lukasz Heldt, Lichan Hong, Yi Tay, Vinh Q. Tran, Jonah Samost, Maciej Kula, Ed H. Chi, Mahesh Sathiamoorthy
Recommender Systems with Generative Retrieval. NeurIPS (2023)
Nikhil Mehta, Anima Singh, Xinyang Yi, Sagar Jain, Lichan Hong, Ed H. Chi
Density Weighting for Multi-Interest Personalized Recommendation. CoRR (2023)
Furkan Kocayusufoglu, Tao Wu, Anima Singh, Georgios Roumpos, Heng-Tze Cheng, Sagar Jain, Ed Chi, Ambuj Singh
Multi-Resolution Attention for Personalized Item Search. WSDM (2022)
Jiaxi Tang, Rakesh Shivanna, Zhe Zhao, Dong Lin, Anima Singh, Ed H. Chi, Sagar Jain
Understanding and Improving Knowledge Distillation. CoRR (2020)
Anima Singh, Girish N. Nadkarni, Omri Gottesman, Stephen B. Ellis, Erwin P. Bottinger, John V. Guttag
Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration. J. Biomed. Informatics 53 (2015)
Anima Singh, Girish N. Nadkarni, John V. Guttag, Erwin P. Bottinger
Leveraging hierarchy in medical codes for predictive modeling. BCB (2014)
Anima Singh, John V. Guttag
Collaborative Filtering for Identifying Prescription Omissions in an ICU. HEALTHINF (2013)
Anima Singh, John V. Guttag
A comparison of non-symmetric entropy-based classification trees and support vector machine for cardiovascular risk stratification. EMBC (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anima Singh