Sindhu Tipirneni

Orcid: 0000-0001-5502-1616

According to our database1, Sindhu Tipirneni authored at least 12 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
StructCoder: Structure-Aware Transformer for Code Generation.
ACM Trans. Knowl. Discov. Data, April, 2024

2023
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values.
J. Biomed. Informatics, August, 2023

A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping.
J. Biomed. Informatics, 2023

Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series.
CoRR, 2023

A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping.
CoRR, 2023

Execution-based Code Generation using Deep Reinforcement Learning.
CoRR, 2023

2022
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series.
ACM Trans. Knowl. Discov. Data, 2022

XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence.
CoRR, 2022

An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury.
Proceedings of the AMIA 2022, 2022

2021
Self-supervised Transformer for Multivariate Clinical Time-Series with Missing Values.
CoRR, 2021

Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Tracking the Evolution of COVID-19 via Temporal Comorbidity Analysis from Multi-Modal Data.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021


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