Paul Blomstedt

14 papers A* 1A 2Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2021 A conf
Federated stochastic gradient Langevin dynamics.
UAI
Khaoula el Mekkaoui, Diego Mesquita, Paul Blomstedt, Samuel Kaski
2020 — conf
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication.
ICCS (6)
Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
2020 J jnl
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication.
CoRR
Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
2020 J jnl
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data.
J. Mach. Learn. Res.
Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert
2020 J jnl
Variance reduction for distributed stochastic gradient MCMC.
CoRR
Khaoula el Mekkaoui, Diego Mesquita, Paul Blomstedt, Samuel Kaski
2019 J jnl
Distributed Bayesian matrix factorization with limited communication.
Mach. Learn.
Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski
2019 A conf
Embarrassingly Parallel MCMC using Deep Invertible Transformations.
UAI
Diego Mesquita, Paul Blomstedt, Samuel Kaski
2019 J jnl
Embarrassingly parallel MCMC using deep invertible transformations.
CoRR
Diego Mesquita, Paul Blomstedt, Samuel Kaski
2019 A* conf
Scalable Bayesian Non-linear Matrix Completion.
IJCAI
Xiangju Qin, Paul Blomstedt, Samuel Kaski
2019 J jnl
Scalable Bayesian Non-linear Matrix Completion.
CoRR
Xiangju Qin, Paul Blomstedt, Samuel Kaski
2017 J jnl
Distributed Bayesian Matrix Factorization with Minimal Communication.
CoRR
Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski
2016 J jnl
Modelling-based experiment retrieval: a case study with gene expression clustering.
Bioinform.
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
2015 J jnl
A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type.
IEEE Trans. Pattern Anal. Mach. Intell.
Paul Blomstedt, Jing Tang, Jie Xiong, Christian Granlund, Jukka Corander
2015 J jnl
Modelling-based experiment retrieval: A case study with gene expression clustering.
CoRR
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski