Blomstedt, Paul

5 publications

UAI 2021 Federated Stochastic Gradient Langevin Dynamics Khaoula Mekkaoui, Diego Mesquita, Paul Blomstedt, Samuel Kaski

JMLR 2020 Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert

MLJ 2019 Distributed Bayesian Matrix Factorization with Limited Communication Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski

UAI 2019 Embarrassingly Parallel MCMC Using Deep Invertible Transformations Diego Mesquita, Paul Blomstedt, Samuel Kaski

IJCAI 2019 Scalable Bayesian Non-Linear Matrix Completion Xiangju Qin, Paul Blomstedt, Samuel Kaski