Paul Blomstedt

According to our database, Paul Blomstedt authored at least 10 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Federated stochastic gradient Langevin dynamics.

Khaoula el Mekkaoui, Diego Mesquita, Paul Blomstedt, Samuel Kaski

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

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

J. Mach. Learn. Res., 2020

Variance reduction for distributed stochastic gradient MCMC.

Khaoula el Mekkaoui, Diego P. P. Mesquita, Paul Blomstedt, Samuel Kaski

CoRR, 2020

A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication.

Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Distributed Bayesian matrix factorization with limited communication.

Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski

Mach. Learn., 2019

Embarrassingly Parallel MCMC using Deep Invertible Transformations.

Diego P. P. Mesquita, Paul Blomstedt, Samuel Kaski

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Scalable Bayesian Non-linear Matrix Completion.

Xiangju Qin, Paul Blomstedt, Samuel Kaski

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2017

Distributed Bayesian Matrix Factorization with Minimal Communication.

Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski

CoRR, 2017

2016

Modelling-based experiment retrieval: a case study with gene expression clustering.

Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski

Bioinform., 2016

2015

A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type.

Paul Blomstedt, Jing Tang, Jie Xiong, Christian Granlund, Jukka Corander

IEEE Trans. Pattern Anal. Mach. Intell., 2015