Swapnil Mishra

According to our database, Swapnil Mishra authored at least 21 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep learning and MCMC with aggVAE for shifting administrative boundaries: mapping malaria prevalence in Kenya.

Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth R. Flaxman, H. Juliette T. Unwin

CoRR, 2023

A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models.

Nicolas Banholzer, Thomas A. Mellan, H. Juliette T. Unwin, Stefan Feuerriegel, Swapnil Mishra, Samir Bhatt

CoRR, 2023

2022

πVAE: a stochastic process prior for Bayesian deep learning with MCMC.

Swapnil Mishra, Seth R. Flaxman, Tresnia Berah, Harrison Zhu, Mikko Pakkanen, Samir Bhatt

Stat. Comput., 2022

The interaction of transmission intensity, mortality, and the economy: a retrospective analysis of the COVID-19 pandemic.

Christian Morgenstern, Daniel J. Laydon, Charles Whittaker, Swapnil Mishra, David J. Haw, Samir Bhatt, Neil M. Ferguson

CoRR, 2022

Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes.

Xenia Miscouridou, Samir Bhatt, George O. Mohler, Seth R. Flaxman, Swapnil Mishra

CoRR, 2022

2021

Using Hawkes Processes to model imported and local malaria cases in near-elimination settings.

H. Juliette T. Unwin, Isobel Routledge, Seth R. Flaxman, Marian-Andrei Rizoiu, Shengjie Lai, Justin Cohen, Daniel J. Weiss, Swapnil Mishra, Samir Bhatt

PLoS Comput. Biol., 2021

Encoding spatiotemporal priors with VAEs for small-area estimation.

Elizaveta Semenova, Yidan Xu, Adam Howes, Theo Rashid, Samir Bhatt, Swapnil Mishra, Seth R. Flaxman

CoRR, 2021

Gaussian process nowcasting: application to COVID-19 mortality reporting.

Iwona Hawryluk, Henrique Hoeltgebaum, Swapnil Mishra, Xenia Miscouridou, Ricardo P. Schnekenberg, Charles Whittaker, Michaela A. C. Vollmer, Seth R. Flaxman, Samir Bhatt, Thomas A. Mellan

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Knowledge Extraction from Rainfall Data.

Hiren Kumar Deva Sarma, Swapnil Mishra

Proceedings of the 19th OITS International Conference on Information Technology, 2021

2020

Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach.

Isobel Routledge, Shengjie Lai, Katherine E. Battle, Azra C. Ghani, Manuel Gomez-Rodriguez, Kyle Gustafson, Swapnil Mishra, Juliette Unwin, Joshua L. Proctor, Andrew J. Tatem, Zhongjie Li, Samir Bhatt

PLoS Comput. Biol., 2020

A unified machine learning approach to time series forecasting applied to demand at emergency departments.

Michaela A. C. Vollmer, Ben Glampson, Thomas A. Mellan, Swapnil Mishra, Luca Mercuri, Ceire Costelloe, Robert Klaber, Graham S. Cooke, Seth R. Flaxman, Samir Bhatt

CoRR, 2020

πVAE: Encoding stochastic process priors with variational autoencoders.

Swapnil Mishra, Seth R. Flaxman, Samir Bhatt

CoRR, 2020

2019

Bridging Models for Popularity Prediction on Social Media.

Swapnil Mishra

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018

SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations.

Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks.

Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Hawkes processes for events in social media.

Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra

Proceedings of the Frontiers of Multimedia Research, 2018

2017

SIR-Hawkes: on the Relationship Between Epidemic Models and Hawkes Point Processes.

Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie

CoRR, 2017

A Tutorial on Hawkes Processes for Events in Social Media.

Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra, Lexing Xie

CoRR, 2017

2016

Mining Time Series Data with Apriori Tid Algorithm.

Hiren Kumar Deva Sarma, Swapnil Mishra

Proceedings of the 2016 International Conference on Information Technology, 2016

Feature Driven and Point Process Approaches for Popularity Prediction.

Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2014

Experiments with non-parametric topic models.

Wray L. Buntine, Swapnil Mishra

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014