Swapnil Mishra | Swapnil Mishra

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Covid-19 is a leading cause of death in children and young people ages 0-19 years in the United States
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes
PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation
The uncertainty of infectious disease outbreaks is underestimated
π VAE: a stochastic process prior for Bayesian deep learning with MCMC
SARS-CoV-2 B. 1.617. 2 Delta variant replication and immune evasion
Genomic characterization and epidemiology of an emerging SARS-CoV-2 variant in Delhi, India
Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe
Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England
Is the cure really worse than the disease? The health impacts of lockdowns during COVID-19
Comparing the responses of the UK, Sweden and Denmark to COVID-19 using counterfactual modelling
A comparison of five epidemiological models for transmission of SARS-CoV-2 in India
Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource
Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil
Modelling the impact of the tier system on SARS-CoV-2 transmission in the UK between the first and second national lockdowns
Assessing transmissibility of SARS-CoV-2 lineage B.1.1.7 in England
Age groups that sustain resurging COVID-9 epidemics in the United States
A unified machine learning approach to time series forecasting applied to demand at emergency departments
Epidemia: An R Package for Semi-Mechanistic Bayesian Modelling of Infectious Diseases using Point Processes
Gaussian process nowcasting: application to COVID-19 mortality reporting
Using Hawkes Processes to model imported and local malaria cases in near-elimination settings
Inference of COVID-19 epidemiological distributions from Brazilian hospital data
State-level tracking of COVID-19 in the United States.
The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries
Evolution and epidemic spread of SARS-CoV-2 in Brazil
Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo’
Have deaths from COVID-19 in Europe plateaued due to herd immunity?
Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe.
Estimating COVID-19 cases and reproduction number in Brazil.
A sub-national analysis of the rate of transmission of COVID-19 in Italy.
Linking Models for Collective Attention in Social Media
Bridging Models for Popularity Prediction on Social Media
Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks
Hawkes Processes for Events in Social Media
SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations
Feature Driven and Point Process Approaches for Popularity Prediction
Experiments with non-parametric topic models