Aki Vehtari - Publications, H-index & Citations

Aki Vehtari

aalto university

51H指数

363论文数

2.1W被引数

收录论文 36

发表时间

Posterior SBC: simulation-based calibration checking conditional on data 后验SBC：基于模拟的校准检查，条件依赖于数据

Statistics and Computing

IF1.6

2026-01-31

OAAI

Sailynoja, Teemu; Schmitt, Marvin; Burkner, Paul-Christian; Vehtari, Aki

Nested (R)over-cap: Assessing the Convergence of Markov Chain Monte Carlo When Running Many Short Chains Margossian, C.C.; Hoffman, M.D.; Sountsov, P.; Riou-Durand, L.; Vehtari, A.; Gelman, A. 嵌套R ^ : 评估运行多个短链时马尔可夫链蒙特卡罗的收敛性。Bayesian Anal. 2024, 1, 1–28. [Google Scholar] [CrossRef]

BAYESIAN ANALYSIS

IF2.5

2025-12-01

PREAI

Margossian, Charles C.; Hoffman, Matthew D.; Sountsov, Pavel; Riou-Durand, Lionel; Vehtari, Aki; Gelman, Andrew

Health octo tool matches personalized health with rate of aging 健康八工具匹配个性化健康与衰老速率

NATURE COMMUNICATIONS

IF15.7

2025-05-05

OAAI

Salimi, Sh; Vehtari, A.; Salive, M.; Kaeberlein, M.; Raftery, D.; Ferrucci, L.

Active learning of molecular data for task-specific objectives

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2025-01-02

OAAI

Ghosh, Kunal; Todorovic, Milica; Vehtari, Aki; Rinke, Patrick

Advances in Projection Predictive Inference

STATISTICAL SCIENCE

IF3.4

2025-01-01

PREAI

Mclatchie, Yann; Rognvaldsson, Solvi; Weber, Frank; Vehtari, Aki

Predicting habitat suitability for Asian elephants in non-analog ecosystems with Bayesian models

ECOLOGICAL INFORMATICS

IF7.3

2024-09-01

OAAI

Noda, Ryoko; Mechenich, Michael Francis; Saarinen, Juha; Vehtari, Aki; Zliobaite, Indre

Past, Present and Future of Software for Bayesian Inference 贝叶斯推理软件的过去、现在和未来

STATISTICAL SCIENCE

IF3.4

2024-02-01

OAAI

Strumbelj, Erik; Bouchard-Cote, Alexandre; Corander, Jukka; Gelman, Andrew; Rue, Havard; Murray, Lawrence; Pesonen, Henri; Plummer, Martyn; Vehtari, Aki

Bird tolerance to humans in open tropical ecosystems

NATURE COMMUNICATIONS

IF15.7

2023-04-20

OAAI

Mikula, Peter; Tomasek, Oldrich; Romportl, Dusan; Aikins, Timothy K.; Avendano, Jorge E.; Braimoh-Azaki, Bukola D. A.; Chaskda, Adams; Cresswell, Will; Cunningham, Susan J.; Dale, Svein; Favoretto, Gabriela R.; Floyd, Kelvin S.; Glover, Hayley; Grim, Tomas; Henry, Dominic A. W.; Holmern, Tomas; Hromada, Martin; Iwajomo, Soladoye B.; Lilleyman, Amanda; Magige, Flora J.; Martin, Rowan O.; Maximiano, Marina de A.; Nana, Eric D.; Ncube, Emmanuel; Ndaimani, Henry; Nelson, Emma; van Niekerk, Johann H.; Pienaar, Carina; Piratelli, Augusto J.; Pistorius, Penny; Radkovic, Anna; Reynolds, Chevonne; Roskaft, Eivin; Shanungu, Griffin K.; Siqueira, Paulo R.; Tarakini, Tawanda; Tejeiro-Mahecha, Nattaly; Thompson, Michelle L.; Wamiti, Wanyoike; Wilson, Mark; Tye, Donovan R. C.; Tye, Nicholas D.; Vehtari, Aki; Tryjanowski, Piotr; Weston, Michael A.; Blumstein, Daniel T.; Albrecht, Tomas

What are the Most Important Statistical Ideas of the Past 50 Years?过去50年最重要的统计思想是什么？

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2021-07-08

OAAI

Gelman, Andrew; Vehtari, Aki

Probabilistic outlier identification for RNA sequencing generalized linear models

genomics proteomics bioinformatics

IF2.8

2021-03-01

OAAI

Mangiola, Stefano; Thomas, Evan A.; Modrak, Martin; Vehtari, Aki; Papenfuss, Anthony T.

A decision-theoretic approach for model interpretability in Bayesian framework

MACHINE LEARNING

IF2.9

2020-09-04

OAAI

Afrabandpey, Homayun; Peltola, Tomi; Piironen, Juho; Vehtari, Aki; Kaski, Samuel

Minimum Mode Saddle Point Searches Using Gaussian Process Regression with Inverse-Distance Covariance Function

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2019-12-04

OAAI

Koistinen, Olli-Pekka; Asgeirsson, Vilhjalmur; Vehtari, Aki; Jonsson, Hannes

Nudged Elastic Band Calculations Accelerated with Gaussian Process Regression Based on Inverse Interatomic Distances

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2019-10-22

PREAI

Koistinen, Olli-Pekka; Asgeirsson, Vilhjalmur; Vehtari, Aki; Jonsson, Hannes

An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data

NATURE COMMUNICATIONS

IF15.7

2019-04-17

OAAI

Cheng, Lu; Ramchandran, Siddharth; Vatanen, Tommi; Lietzen, Niina; Lahesmaa, Riitta; Vehtari, Aki; Lahdesmaki, Harri

Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra

ADVANCED SCIENCE

IF14.1

2019-01-29

208

OAAI

Ghosh, Kunal; Stuke, Annika; Todorovic, Milica; Jorgensen, Peter Bjorn; Schmidt, Mikkel N.; Vehtari, Aki; Rinke, Patrick

p95HER2 Methionine 611 Carboxy-Terminal Fragment Is Predictive of Trastuzumab Adjuvant Treatment Benefit in the FinHer Trial

CLINICAL CANCER RESEARCH

IF10.2

2018-07-01

OAAI

Sperinde, Jeff; Huang, Weidong; Vehtari, Aki; Chenna, Ahmed; Kellokumpu-Lehtinen, Pirkko-Liisa; Winslow, John; Bono, Petri; Lie, Yolanda S.; Petropoulos, Christos J.; Weidler, Jodi; Joensuu, Heikki

Effectiveness of three interventions for secondary prevention of low back pain in the occupational health setting - a randomised controlled trial with a natural course control

BMC PUBLIC HEALTH

IF3.6

2018-05-08

OAAI

Rantonen, J.; Karppinen, J.; Vehtari, A.; Luoto, S.; Viikari-Juntura, E.; Hupli, M.; Malmivaara, A.; Taimela, S.

Characterization and non-parametric modeling of the developing serum proteome during infancy and early childhood

SCIENTIFIC REPORTS

IF3.9

2018-04-12

OAAI

Lietzen, Niina; Cheng, Lu; Moulder, Robert; Siljander, Heli; Laajala, Essi; Harkonen, Taina; Peet, Aleksandr; Vehtari, Aki; Tillmann, Vallo; Knip, Mikael; Lahdesmaki, Harri; Lahesmaa, Riitta

Nudged elastic band calculations accelerated with Gaussian process regression

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2017-09-21

120

OAAI

Koistinen, Olli-Pekka; Dagbjartsdottir, Freyja B.; Asgeirsson, Vilhjalmur; Vehtari, Aki; Jonsson, Hannes

Plasma levels of hepatocyte growth factor and placental growth factor predict mortality in a general population: a prospective cohort study

JOURNAL OF INTERNAL MEDICINE

IF9.2

2017-07-31

PREAI

Santalahti, K.; Havulinna, A.; Maksimow, M.; Zeller, T.; Blankenberg, S.; Vehtari, A.; Joensuu, H.; Jalkanen, S.; Salomaa, V.; Salmi, M.

研究方向