Search Results for author: Srimoy Bhattacharya

Found 3 papers, 1 papers with code

COVID-19 South African Vaccine Hesitancy Models Show Boost in Performance Upon Fine-Tuning on M-pox Tweets

no code implementations4 Oct 2023 Nicholas Perikli, Srimoy Bhattacharya, Blessing Ogbuokiri, Zahra Movahedi Nia, Benjamin Lieberman, Nidhi Tripathi, Salah-Eddine Dahbi, Finn Stevenson, Nicola Bragazzi, Jude Kong, Bruce Mellado

Very large numbers of M-pox cases have, since the start of May 2022, been reported in non-endemic countries leading many to fear that the M-pox Outbreak would rapidly transition into another pandemic, while the COVID-19 pandemic ravages on.

'Deep' Dive into $b \to c$ Anomalies: Standardized and Future-proof Model Selection Using Self-normalizing Neural Networks

1 code implementation10 Aug 2020 Srimoy Bhattacharya, Soumitra Nandi, Sunando Kumar Patra, Shantanu Sahoo

Noting the erroneous proclivity of information-theoretic approaches, like the Akaike information criterion (AIC), to select simpler models while performing model selection with a small sample size, we address the problem of new physics model selection in $b\to c \tau \nu_{\tau}$ decays in this paper by employing a specific machine learning algorithm (self-normalizing neural networks, a. k. a.

High Energy Physics - Phenomenology High Energy Physics - Experiment High Energy Physics - Lattice Data Analysis, Statistics and Probability

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