Anima Singh

According to our database, Anima Singh authored at least 11 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations.

Anima Singh, Trung Vu, Nikhil Mehta, Raghunandan H. Keshavan, Maheswaran Sathiamoorthy, Yilin Zheng, Lichan Hong, Lukasz Heldt, Li Wei, Devansh Tandon, Ed H. Chi, Xinyang Yi

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2023

Density Weighting for Multi-Interest Personalized Recommendation.

Nikhil Mehta, 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, Raghunandan H. Keshavan, Nikhil Mehta, Xinyang Yi, Lichan Hong, Lukasz Heldt, Li Wei, Ed H. Chi, Maheswaran Sathiamoorthy

CoRR, 2023

Recommender Systems with Generative Retrieval.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

2020

Understanding and Improving Knowledge Distillation.

Jiaxi Tang, Rakesh Shivanna, Zhe Zhao, Dong Lin, Anima Singh, Ed H. Chi, Sagar Jain

CoRR, 2020

2015

Exploiting hierarchical and temporal information in building predictive models from EHR data.

Anima Singh

PhD thesis, 2015

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

2014

Leveraging hierarchy in medical codes for predictive modeling.

Anima Singh, Girish N. Nadkarni, John V. Guttag, Erwin P. Bottinger

Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013

Collaborative Filtering for Identifying Prescription Omissions in an ICU.

Anima Singh, John V. Guttag

Proceedings of the HEALTHINF 2013, 2013

2011

A comparison of non-symmetric entropy-based classification trees and support vector machine for cardiovascular risk stratification.

Anima Singh, John V. Guttag

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011