Aki Vehtari
Professor
Computer Science
Aalto University
Finland
Biography
Dr. Aki Vehtari is currently working as a Professor in the Department of computer science, aalto university , Finland. His research interests includes Bayesian inference, probabilistic Modeling, machine learning. He is serving as an editorial member and reviewer of several international reputed journals. Dr. Aki Vehtari is the member of many international affiliations. He has successfully completed his Administrative responsibilities. He has authored of many research articles/books related to Bayesian inference, probabilistic Modeling, machine learning.
Research Interest
Bayesian inference, probabilistic Modeling, machine learning
Publications
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Nudged elastic band calculations accelerated with Gaussian process regression Koistinen, Olli-Pekka; Dagbjartsdóttir, Freyja B.; Ãsgeirsson, Vilhjálmur; Vehtari, Aki; Jonsson, Hannes 2017 JOURNAL OF CHEMICAL PHYSICS ISSN: 0021-9606
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Effect of KIT and PDGFRA mutations on survival in patients with gastrointestinal stromal tumors treated with adjuvant imatinib An exploratory analysis of a randomized clinical trial Joensuu, Heikki; Wardelmann, Eva; Sihto, Harri; Eriksson, Mikael; Sundby Hall, Kirsten; Reichardt, Annette; Hartmann, Jörg T.; Pink, Daniel; Cameron, Silke; Hohenberger, Peter; Al-Batran, Salah-Eddin; Schlemmer, Marcus; Bauer, Sebastian; Nilsson, Bengt; Kallio, Raija; Junnila, Jouni; Vehtari, Aki; Reichardt, Peter 2017 JAMA Oncology ISSN: 2374-2437
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Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data Gelman, Andrew; Vehtari, Aki; Jylänki, Pasi; Sivula, Tuomas; Tran, Dustin; Sahai, Swupnil; Blomstedt, Paul; Cunningham, John P.; Schiminovich, David; Robert, Christian 2017 STATISTICAL SCIENCE ISSN: 0883-4237