Publications

Publications authored with Sindu Tipirneni

New! Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series

Sindu Tipirneni, Chandan Reddy
In Cornell University, : , 07/2023
Citatations: BibTeX

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

Chandan Reddy, Sindu Tipirneni
In Cornell University, : , 05/2023
Citatations: BibTeX

New! Execution-based Code Generation using Deep Reinforcement Learning

Aneesh Jain, Sindu Tipirneni, Chandan Reddy
In Cornell University, : , 07/2023
Citatations: BibTeX

New! A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping

Chandan Reddy, Sindu Tipirneni
In Journal of Bioinformatics and Computational Biology, 143 : , 05/2023
Citatations: BibTeX

New! Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series

Sindu Tipirneni, Chandan Reddy
In ACM Transactions on Knowledge Discovery from Data (TKDD), 16 6: 1-17, 07/2022
Citatations: BibTeX

New! An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury

Sindu Tipirneni, Chandan Reddy
In Cornell University, : , 08/2022
Citatations: BibTeX

New! WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values

Chandan Reddy, Sindu Tipirneni
In Cornell University, : , 05/2023
Citatations: BibTeX

New! StructCoder: Structure-Aware Transformer for Code Generation

Sindu Tipirneni, Ming Zhu, Chandan Reddy
In Cornell University, : , 06/2022
Citatations: BibTeX