Swapnil Mishra

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Recurrent Neural Networks

Poisson Processes

Top Venues

PLoS Comput. Biol.

Publications

Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth R. Flaxman, H. Juliette T. Unwin
Deep Learning and MCMC with aggVAE for Shifting Administrative Boundaries: Mapping Malaria Prevalence in Kenya. Epi UAI (2024)
Makkunda Sharma, Fan Yang, Duy-Nhat Vo, Esra Suel, Swapnil Mishra, Samir Bhatt, Oliver Fiala, William Rudgard, Seth R. Flaxman
KidSat: satellite imagery to map childhood poverty dataset and benchmark. CoRR (2024)
Nicolas Banholzer, Thomas A. Mellan, H. Juliette T. Unwin, Stefan Feuerriegel, Swapnil Mishra, Samir Bhatt
A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models. CoRR (2023)
Xenia Miscouridou, Samir Bhatt, George O. Mohler, Seth R. Flaxman, Swapnil Mishra
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes. Trans. Mach. Learn. Res. 2023 (2023)
Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth R. Flaxman, H. Juliette T. Unwin
Deep learning and MCMC with aggVAE for shifting administrative boundaries: mapping malaria prevalence in Kenya. CoRR (2023)
Christian Morgenstern, Daniel J. Laydon, Charles Whittaker, Swapnil Mishra, David Haw, Samir Bhatt, Neil M. Ferguson
The interaction of transmission intensity, mortality, and the economy: a retrospective analysis of the COVID-19 pandemic. CoRR (2022)
Swapnil Mishra, Seth Flaxman, Tresnia Berah, Harrison Zhu, Mikko Pakkanen, Samir Bhatt
πVAE: a stochastic process prior for Bayesian deep learning with MCMC. Stat. Comput. 32 (6) (2022)
Xenia Miscouridou, Samir Bhatt, George Mohler, Seth Flaxman, Swapnil Mishra
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes. CoRR (2022)
Elizaveta Semenova, Yidan Xu, Adam Howes, Theo Rashid, Samir Bhatt, Swapnil Mishra, Seth Flaxman
Encoding spatiotemporal priors with VAEs for small-area estimation. CoRR (2021)
Hiren Kumar Deva Sarma, Swapnil Mishra
Knowledge Extraction from Rainfall Data. OCIT (2021)
H. Juliette T. Unwin, Isobel Routledge, Seth Flaxman, Marian-Andrei Rizoiu, Shengjie Lai, Justin Cohen, Daniel J. Weiss, Swapnil Mishra, Samir Bhatt
Using Hawkes Processes to model imported and local malaria cases in near-elimination settings. PLoS Comput. Biol. 17 (4) (2021)
Iwona Hawryluk, Henrique Hoeltgebaum, Swapnil Mishra, Xenia Miscouridou, Ricardo P. Schnekenberg, Charles Whittaker, Michaela A. C. Vollmer, Seth Flaxman, Samir Bhatt, Thomas A. Mellan
Gaussian process nowcasting: application to COVID-19 mortality reporting. UAI (2021)
Michaela A. C. Vollmer, Ben Glampson, Thomas A. Mellan, Swapnil Mishra, Luca Mercuri, Ceire Costelloe, Robert Klaber, Graham S. Cooke, Seth Flaxman, Samir Bhatt
A unified machine learning approach to time series forecasting applied to demand at emergency departments. CoRR (2020)
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
Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach. PLoS Comput. Biol. 16 (3) (2020)
Swapnil Mishra, Seth Flaxman, Samir Bhatt
πVAE: Encoding stochastic process priors with variational autoencoders. CoRR (2020)
Swapnil Mishra
Bridging Models for Popularity Prediction on Social Media. WSDM (2019)
Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. CoRR (2018)
Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. ICWSM (2018)
Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie
SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations. WWW (2018)
Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra, Lexing Xie
A Tutorial on Hawkes Processes for Events in Social Media. CoRR (2017)
Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie
SIR-Hawkes: on the Relationship Between Epidemic Models and Hawkes Point Processes. CoRR (2017)
Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
Feature Driven and Point Process Approaches for Popularity Prediction. CoRR (2016)
Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
Feature Driven and Point Process Approaches for Popularity Prediction. CIKM (2016)
Hiren Kumar Deva Sarma, Swapnil Mishra
Mining Time Series Data with Apriori Tid Algorithm. ICIT (2016)
Wray L. Buntine, Swapnil Mishra
Experiments with non-parametric topic models. KDD (2014)