Sanghamitra Dutta

“Short-Dot”: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products

Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover · IEEE Transactions on Information Theory · 2019 · 231 citations · Full text

Engineering, Distributed Algorithms, Communication Complexity +22

"Short-Dot": Computing Large Linear Transforms Distributedly Using Coded\n Short Dot Products

Sanghamitra Dutta, Viveck R. Cadambe, Pulkit Grover · arXiv (Cornell University) · 2017 · 115 citations · Full text

On the optimal recovery threshold of coded matrix multiplication

Mohammad Fahim, Haewon Jeong, Farzin Haddadpour et al. · 2017 · 84 citations

Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing

Sanghamitra Dutta, Dennis Wei, Hazar Yueksel et al. · arXiv (Cornell University) · 2019 · 48 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD

Sanghamitra Dutta, Gauri Joshi, Soumyadip Ghosh et al. · arXiv (Cornell University) · 2018 · 27 citations · Full text

Engineering, Machine Learning, Distributed Algorithms +20