Swapnil Mishra

32 papers A* 2A 4Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	medR: Reward Engineering for Clinical Offline Reinforcement Learning via Tri-Drive Potential Functions. CoRR Qianyi Xu, Gousia Habib, Feng Wu, Yanrui Du, Zhihui Chen, Swapnil Mishra, Dilruk Perera, Mengling Feng
2025	J	`jnl`	A Foundation Model for Chest X-ray Interpretation with Grounded Reasoning via Online Reinforcement Learning. CoRR Qika Lin, Yifan Zhu, Bin Pu, Ling Huang, Haoran Luo, Jingying Ma, Zhen Peng, Tianzhe Zhao, Fangzhi Xu, Jian Zhang, Kai He, Zhonghong Ou, Swapnil Mishra, Mengling Feng
2025	J	`jnl`	Evidential time-to-event prediction with calibrated uncertainty quantification. Int. J. Approx. Reason. Ling Huang, Yucheng Xing, Swapnil Mishra, Thierry Denoeux, Mengling Feng
2025	J	`jnl`	Incorporating human mobility to enhance epidemic response and estimate real-time reproduction numbers. PLoS Comput. Biol. Mousumi Roy, Hannah E. Clapham, Swapnil Mishra
2024	—	`conf`	Deep Learning and MCMC with aggVAE for Shifting Administrative Boundaries: Mapping Malaria Prevalence in Kenya. Epi UAI Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth R. Flaxman, H. Juliette T. Unwin
2024	J	`jnl`	Evidential time-to-event prediction model with well-calibrated uncertainty estimation. CoRR Ling Huang, Yucheng Xing, Swapnil Mishra, Thierry Denoeux, Mengling Feng
2024	J	`jnl`	KidSat: satellite imagery to map childhood poverty dataset and benchmark. CoRR Makkunda Sharma, Fan Yang, Duy-Nhat Vo, Esra Suel, Swapnil Mishra, Samir Bhatt, Oliver Fiala, William Rudgard, Seth R. Flaxman
2024	J	`jnl`	Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote Sensing. CoRR Fan Yang, Sahoko Ishida, Mengyan Zhang, Daniel Jenson, Swapnil Mishra, Jhonathan Navott, Seth R. Flaxman
2023	J	`jnl`	A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models. CoRR Nicolas Banholzer, Thomas A. Mellan, H. Juliette T. Unwin, Stefan Feuerriegel, Swapnil Mishra, Samir Bhatt
2023	J	`jnl`	Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes. Trans. Mach. Learn. Res. Xenia Miscouridou, Samir Bhatt, George O. Mohler, Seth R. Flaxman, Swapnil Mishra
2023	J	`jnl`	Deep learning and MCMC with aggVAE for shifting administrative boundaries: mapping malaria prevalence in Kenya. CoRR Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth R. Flaxman, H. Juliette T. Unwin
2022	J	`jnl`	Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes. CoRR Xenia Miscouridou, Samir Bhatt, George O. Mohler, Seth R. Flaxman, Swapnil Mishra
2022	J	`jnl`	The interaction of transmission intensity, mortality, and the economy: a retrospective analysis of the COVID-19 pandemic. CoRR Christian Morgenstern, Daniel J. Laydon, Charles Whittaker, Swapnil Mishra, David J. Haw, Samir Bhatt, Neil M. Ferguson
2022	J	`jnl`	πVAE: a stochastic process prior for Bayesian deep learning with MCMC. Stat. Comput. Swapnil Mishra, Seth R. Flaxman, Tresnia Berah, Harrison Zhu, Mikko S. Pakkanen, Samir Bhatt
2021	J	`jnl`	Encoding spatiotemporal priors with VAEs for small-area estimation. CoRR Elizaveta Semenova, Yidan Xu, Adam Howes, Theo Rashid, Samir Bhatt, Swapnil Mishra, Seth R. Flaxman
2021	A	`conf`	Gaussian process nowcasting: application to COVID-19 mortality reporting. UAI 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
2021	—	`conf`	Knowledge Extraction from Rainfall Data. OCIT Hiren Kumar Deva Sarma, Swapnil Mishra
2021	J	`jnl`	Using Hawkes Processes to model imported and local malaria cases in near-elimination settings. PLoS Comput. Biol. H. Juliette T. Unwin, Isobel Routledge, Seth R. Flaxman, Marian-Andrei Rizoiu, Shengjie Lai, Justin Cohen, Daniel J. Weiss, Swapnil Mishra, Samir Bhatt
2020	J	`jnl`	A unified machine learning approach to time series forecasting applied to demand at emergency departments. CoRR 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
2020	J	`jnl`	Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach. PLoS Comput. Biol. 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	J	`jnl`	πVAE: Encoding stochastic process priors with variational autoencoders. CoRR Swapnil Mishra, Seth R. Flaxman, Samir Bhatt
2019	A	`conf`	Bridging Models for Popularity Prediction on Social Media. WSDM Swapnil Mishra
2018	—	`ch.`	Hawkes processes for events in social media. Frontiers of Multimedia Research Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra
2018	A	`conf`	Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. ICWSM Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
2018	J	`jnl`	Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks. CoRR Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
2018	A*	`conf`	SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations. WWW Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie
2017	J	`jnl`	A Tutorial on Hawkes Processes for Events in Social Media. CoRR Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra, Lexing Xie
2017	J	`jnl`	SIR-Hawkes: on the Relationship Between Epidemic Models and Hawkes Point Processes. CoRR Marian-Andrei Rizoiu, Swapnil Mishra, Quyu Kong, Mark James Carman, Lexing Xie
2016	A	`conf`	Feature Driven and Point Process Approaches for Popularity Prediction. CIKM Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
2016	J	`jnl`	Feature Driven and Point Process Approaches for Popularity Prediction. CoRR Swapnil Mishra, Marian-Andrei Rizoiu, Lexing Xie
2016	—	`conf`	Mining Time Series Data with Apriori Tid Algorithm. ICIT Hiren Kumar Deva Sarma, Swapnil Mishra
2014	A*	`conf`	Experiments with non-parametric topic models. KDD Wray L. Buntine, Swapnil Mishra