Search Results for author: Rajeev Rastogi

Found 2 papers, 1 papers with code

Leveraging Uncertainty Estimates To Improve Classifier Performance

no code implementations20 Nov 2023 Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi

Binary classification involves predicting the label of an instance based on whether the model score for the positive class exceeds a threshold chosen based on the application requirements (e. g., maximizing recall for a precision bound).

Binary Classification

CRISP: A Probabilistic Model for Individual-Level COVID-19 Infection Risk Estimation Based on Contact Data

1 code implementation9 Jun 2020 Ralf Herbrich, Rajeev Rastogi, Roland Vollgraf

We present CRISP (COVID-19 Risk Score Prediction), a probabilistic graphical model for COVID-19 infection spread through a population based on the SEIR model where we assume access to (1) mutual contacts between pairs of individuals across time across various channels (e. g., Bluetooth contact traces), as well as (2) test outcomes at given times for infection, exposure and immunity tests.

Time Series Analysis

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