Swapnil Mishra

Assistant Professor, National University of Singapore

Joined

July 2019

Names

Swapnil Mishra (Preferred)

Emails

****@imperial.ac.uk (Confirmed)

****@anu.edu.au (Confirmed)

****@gmail.com (Confirmed)

****@nus.edu.sg (Confirmed)

Personal Links

Career & Education History

Assistant Professor

National University of Singapore (nus.edu.sg)

2023 – Present

Assistant Professor

University of Copenhagen (sund.ku.dk)

2022 – 2023

Postdoc

Imperial College London (imperial.ac.uk)

2019 – 2021

PhD student

Australian National University (anu.edu.au)

2015 – 2019

MS student

Australian National University (anu.edu.au)

2012 – 2014

Advisors, Relations & Conflicts

Postdoc Advisor

Samir Bhatt

2019 – Present

Postdoc Advisor

Seth Flaxman

2019 – Present

PhD Advisor

Lexing xie

2014 – 2019

PhD Advisor

Marian-Andrei Rizoiu

2014 – 2019

PhD Advisor

Wray Buntine

2012 – 2019

Expertise

deep learning

RNNs

stochastic processes

2014 – 2020

deep learning

RNNs

bayesian learning

2014 – 2020

popularity

social network analysis

computational social science

2014 – 2019

topic models

social network analysis

computational social science

2012 – 2015

Publications

KidSat: satellite imagery to map childhood poverty
Makkunda Sharma, Fan Yang, Duy-Nhat Vo, Jack Gidney, Matthew Sutcliffe, Mengyan Zhang, Esra Suel, H Juliette T Unwin, Swapnil Mishra, Samir Bhatt, Oliver Fiala, William Rudgard, Seth Flaxman
- Submitted to ICLR 2025
- Readers: Everyone
KidSat: satellite imagery to map childhood poverty dataset and benchmark
Makkunda Sharma, Fan Yang, Duy-Nhat Vo, Esra Suel, Swapnil Mishra, Samir Bhatt, Oliver Fiala, William Rudgard, Seth Flaxman
- Submitted to NeurIPS 2024 Track Datasets and Benchmarks
- Readers: Everyone
Understanding the effectiveness of government interventions against the resurgence of COVID-19 in Europe
Mrinank Sharma, Sören Mindermann, Charlie Rogers-Smith, Gavin Leech, Laurence Aitchison, Leonid Chindelevitch, Seth Flaxman, Yarin Gal, Swapnil Mishra, Samir Bhatt, Jan M. Brauner
- 09 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Subnational analysis of the initial phase of the COVID-19 epidemic in Brazil
T A Mellan, Henrique Hoeltgebaum, Swapnil Mishra, Charles Whittaker, Iwona Hawryluk, Axel Gandy, H Juliette T Unwin, Michaela A C Vollmer, Helen Coupland, Nuno Rodrigues Faria, Juan Vesga, Neil M Ferguson, Ricardo P Schnekenberg, Christl A Donelly, Harrison Zhu, Michael John Hutchinson, Oliver Ratmann, Melodie Monod, Seth Flaxman, Samir Bhatt
- Published: 02 Mar 2023, Last Modified: 02 Mar 2023
- 2023 ICLR - MLGH Poster
- Readers: Everyone
Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes
Xenia Miscouridou, Samir Bhatt, George Mohler, Seth Flaxman, Swapnil Mishra
- Accepted by TMLR
- Readers: Everyone
State-level tracking of COVID-19 in the United States
H Juliette T Unwin, Swapnil Mishra, Valerie C Bradley, Axel Gandy, Michaela Vollmer, Thomas Mellan, Helen Coupland, Kylie Ainslie, Charles Whittaker, Jonathan Ish-Horowicz, Sarah Lucie Filippi, Xiaoyue Xi, Melodie Monod, Oliver Ratmann, Michael Hutchinson, Fabian Valka, Harrison Zhu, Iwona Hawryluk, Philip Milton, Marc Baguelin et al. (40 additional authors not shown)
- 20 May 2020 (modified: 05 May 2023)
- -Agora COVID-19 Article
- Readers: Everyone
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 Flaxman, Samir Bhatt
- 2020 (modified: 14 Nov 2024)
- CoRR 2020
- Readers: Everyone
πVAE: Encoding stochastic process priors with variational autoencoders
Swapnil Mishra, Seth Flaxman, Samir Bhatt
- 2020 (modified: 14 Nov 2024)
- CoRR 2020
- Readers: Everyone
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
- 2020 (modified: 06 Nov 2022)
- PLoS Computational Biology 2020
- Readers: Everyone
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
- 2020 (modified: 08 Oct 2021)
- PLoS Comput. Biol. 2020
- Readers: Everyone

View all 20 publications

Co-Authors

View all 107 co-authors