Tipirneni, Sindhu

1. Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
   2021/07/29 by Tipirneni, Sindhu, Reddy, Chandan K. · 11 citations
   #FOS: Computer and information sciences #I.2.1 #I.2.6 #Machine Learning (cs.LG)
2. XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence
   2022/06/16 by Zhu, Ming, Jain, Aneesh, Suresh, Karthik +3 · 10 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
3. WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values
   2022/11/11 by Amin Nayebi, Nayebi, Amin, Sindhu Tipirneni +7 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
4. StructCoder: Structure-Aware Transformer for Code Generation
   2022/06/10 by Sindhu Tipirneni, Tipirneni, Sindhu, Ming Zhu +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
5. A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to TBI Phenotyping
   2023/02/27 by Ghaderi, Hamid, Foreman, Brandon, Nayebi, Amin +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Context-Aware Clustering using Large Language Models
   2024/05/02 by Tipirneni, Sindhu, Adkathimar, Ravinarayana, Choudhary, Nurendra +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #I.2.m #Machine Learning (cs.LG)