Fearnhead, Paul

6 publications

JMLR 2023 Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics Gaetano Romano, Idris A. Eckley, Paul Fearnhead, Guillem Rigaill

AISTATS 2023 Preferential Subsampling for Stochastic Gradient Langevin Dynamics Srshti Putcha, Christopher Nemeth, Paul Fearnhead

AISTATS 2022 Efficient Computation of the the Volume of a Polytope in High-Dimensions Using Piecewise Deterministic Markov Processes Augustin Chevallier, Frédéric Cazals, Paul Fearnhead

NeurIPS 2022 Continuously Tempered PDMP Samplers Matthew Sutton, Robert Salomone, Augustin Chevallier, Paul Fearnhead

JMLR 2020 Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data Toby Dylan Hocking, Guillem Rigaill, Paul Fearnhead, Guillaume Bourque

NeurIPS 2018 Large-Scale Stochastic Sampling from the Probability Simplex Jack Baker, Paul Fearnhead, Emily B. Fox, Christopher Nemeth