Mishra, Swapnil
- A Tutorial on Hawkes Processes for Events in Social Media
2017/08/21 by Rizoiu, Marian-Andrei, Lee, Young, Mishra, Swapnil +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Semi-Mechanistic Bayesian Modeling of COVID-19 with Renewal Processes
2020/12/01 by Samir Bhatt, Neil M. Ferguson, Bhatt, Samir +9 · 4 citations
Mathematics · #Applications (stat.AP) #COVID-19 epidemiological studies #FOS: Computer and information sciences #Methodology (stat.ME)
- Intrinsic Randomness in Epidemic Modelling Beyond Statistical Uncertainty
2022/10/25 by Matthew J. Penn, Daniel J. Laydon, Penn, Matthew J. +17 · 4 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Psychology · #Applications (stat.AP) #COVID-19 epidemiological studies #Evolution and Genetic Dynamics #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Mental Health Research Topics #Populations and Evolution (q-bio.PE) #Probability (math.PR) #Statistics Theory (math.ST)
- Unifying incidence and prevalence under a time-varying general branching process
2021/07/12 by Mikko S. Pakkanen, Pakkanen, Mikko S., Xenia Miscouridou +12 · 3 citations
Mathematics · Medicine · #COVID-19 epidemiological studies #Mathematical and Theoretical Epidemiology and Ecology Models
- Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes
2022/10/21 by Xenia Miscouridou, Samir Bhatt, Miscouridou, Xenia +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · Mathematics · #Diffusion and Search Dynamics #Ecosystem dynamics and resilience #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Point processes and geometric inequalities
- Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting
2021/02/22 by Hawryluk, Iwona, Hoeltgebaum, Henrique, Mishra, Swapnil +7 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models
2023/05/01 by Banholzer, Nicolas, Mellan, Thomas, Unwin, H Juliette T +3 · 1 citation
#Applications (stat.AP) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Populations and Evolution (q-bio.PE)
- KidSat: satellite imagery to map childhood poverty dataset and benchmark
2024/07/08 by Sharma, Makkunda, Yang, Fan, Vo, Duy-Nhat +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)