Sindhu Tipirneni

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

Sindhu Tipirneni, Chandan K. Reddy · ACM Transactions on Knowledge Discovery from Data · 2022 · 103 citations · Full text

Engineering, Machine Learning, Autoencoders +17

WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values

Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy et al. · Journal of Biomedical Informatics · 2023 · 35 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17

StructCoder: Structure-Aware Transformer for Code Generation

Sindhu Tipirneni, Ming Zhu, Chandan K. Reddy · ACM Transactions on Knowledge Discovery from Data · 2023 · 35 citations · Full text

Engineering, Machine Learning, Compiler Technology +17

Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction

Khushbu Agarwal, Sutanay Choudhury, Sindhu Tipirneni et al. · Scientific Reports · 2022 · 21 citations · Full text

XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence

Ming Zhu, Aneesh Jain, Karthik Suresh et al. · arXiv (Cornell University) · 2022 · 18 citations · Full text

Engineering, Machine Learning, New Benchmark Dataset +18