Paul Blomstedt

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 12

Top Topics

Matrix Factorization

Variational Bayesian

Partitioned Data

Gene Expression

Top Venues

Publications

Khaoula el Mekkaoui, Diego Mesquita, Paul Blomstedt, Samuel Kaski
Federated stochastic gradient Langevin dynamics. UAI (2021)
Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data. J. Mach. Learn. Res. 21 (2020)
Khaoula el Mekkaoui, Diego P. P. Mesquita, Paul Blomstedt, Samuel Kaski
Variance reduction for distributed stochastic gradient MCMC. CoRR (2020)
Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication. ICCS (6) (2020)
Tom Vander Aa, Xiangju Qin, Paul Blomstedt, Roel Wuyts, Wilfried Verachtert, Samuel Kaski
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication. CoRR (2020)
Xiangju Qin, Paul Blomstedt, Samuel Kaski
Scalable Bayesian Non-linear Matrix Completion. IJCAI (2019)
Diego P. P. Mesquita, Paul Blomstedt, Samuel Kaski
Embarrassingly parallel MCMC using deep invertible transformations. CoRR (2019)
Xiangju Qin, Paul Blomstedt, Samuel Kaski
Scalable Bayesian Non-linear Matrix Completion. CoRR (2019)
Diego P. P. Mesquita, Paul Blomstedt, Samuel Kaski
Embarrassingly Parallel MCMC using Deep Invertible Transformations. UAI (2019)
Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski
Distributed Bayesian matrix factorization with limited communication. Mach. Learn. 108 (10) (2019)
Xiangju Qin, Paul Blomstedt, Eemeli Leppäaho, Pekka Parviainen, Samuel Kaski
Distributed Bayesian Matrix Factorization with Minimal Communication. CoRR (2017)
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
Modelling-based experiment retrieval: a case study with gene expression clustering. Bioinform. 32 (9) (2016)
Paul Blomstedt, Jing Tang, Jie Xiong, Christian Granlund, Jukka Corander
A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type. IEEE Trans. Pattern Anal. Mach. Intell. 37 (3) (2015)
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
Modelling-based experiment retrieval: A case study with gene expression clustering. CoRR (2015)