67 citations · 252 across the 25 of their papers we have counts for
4 papers · 1 filter
Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension
Shounak Datta, Tyler J. Loftus, Matthew M. Ruppert +12
To test the hypothesis that accuracy, discrimination, and precision in predicting postoperative complications improve when using both preoperative and intraoperative data input fea…
"All-versus-nothing" proof of genuine tripartite steering and entanglement certification in the two-sided device-independent scenario
Shashank Gupta, Debarshi Das, C. Jebarathinam +3
We consider the task of certification of genuine entanglement of tripartite states. For this purpose, we first present an "all-versus-nothing" proof of genuine tripartite Einstein-…
Generative Adversarial Minority Oversampling
Sankha Subhra Mullick, Shounak Datta, Swagatam Das
Class imbalance is a long-standing problem relevant to a number of real-world applications of deep learning. Oversampling techniques, which are effective for handling class imbalan…
Anharmonicity can enhance the performance of quantum refrigerators
Sourav Karar, Shounak Datta, Sibasish Ghosh +1
We explore a thermodynamical effect of anharmonicity in quantum mechanical oscillators. We show that small quartic perturbations to the oscillator potential lead to an enhancement…