Flaxman, Seth

10 publications

TMLR 2026 Benchmarking Missing Data Imputation Methods in Socioeconomic Surveys Siyi Sun, David Antony Selby, Yunchuan Huang, Ayush Patnaik, Sebastian Josef Vollmer, Seth Flaxman, Anisoara Calinescu

ICLRW 2025 DeepRV: Pre-Trained Spatial Priors for Accelerated Disease Mapping. Jhonathan Navott, Daniel Jenson, Seth Flaxman, Elizaveta Semenova

NeurIPSW 2024 Graph Agnostic Causal Bayesian Optimisation Sumantrak Mukherjee, Mengyan Zhang, Seth Flaxman, Sebastian Josef Vollmer

JMLR 2024 Numerically Stable Sparse Gaussian Processes via Minimum Separation Using Cover Trees Alexander Terenin, David R. Burt, Artem Artemev, Seth Flaxman, Mark van der Wilk, Carl Edward Rasmussen, Hong Ge

TMLR 2023 Cox-Hawkes: Doubly Stochastic Spatiotemporal Poisson Processes Xenia Miscouridou, Samir Bhatt, George Mohler, Seth Flaxman, Swapnil Mishra

ICLRW 2023 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

UAI 2021 Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting Iwona Hawryluk, Henrique Hoeltgebaum, Swapnil Mishra, Xenia Miscouridou, Ricardo P Schnekenberg, Charles Whittaker, Michaela Vollmer, Seth Flaxman, Samir Bhatt, Thomas A. Mellan

NeurIPS 2020 Bayesian Probabilistic Numerical Integration with Tree-Based Models Harrison Zhu, Xing Liu, Ruya Kang, Zhichao Shen, Seth Flaxman, Francois-Xavier Briol

NeurIPS 2018 Variational Learning on Aggregate Outputs with Gaussian Processes Ho Chung Law, Dino Sejdinovic, Ewan Cameron, Tim Lucas, Seth Flaxman, Katherine Battle, Kenji Fukumizu

ICML 2015 Fast Kronecker Inference in Gaussian Processes with Non-Gaussian Likelihoods Seth Flaxman, Andrew Wilson, Daniel Neill, Hannes Nickisch, Alex Smola