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Variational Inference and Learning for Continuous-Time Nonlinear State-Space Models

Referentgranskad
Honkela, Antti; Harva, Markus; Raiko, Tapani; Karhunen, Juha
-2008Publicationer information ikon

Optimal Viterbi Bayesian Predictive Classification for Data from Finite Alphabets

Referentgranskad
DOI
10.1016/j.jspi.2012.07.013
Corander, Jukka; Xiong, Jie; Cui, Yaqiong; Koski, Timo
Journal of Statistical Planning and Inference2013Publicationer information ikon

Robust Bayesian Inference: variable and structure selection and variational inference

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Catalina, Alejandro
Aalto University2023Publicationer information ikon

Statistical inference with fractional Brownian motion

Referentgranskad
Kukush, Alexander; Mishura, Yulia; Valkeila, Esko
Statistical Inference for Stochastic Processes2005Publicationer information ikon

Robust and Automated Variational Inference

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Dhaka, Akash Kumar
Aalto University2022Publicationer information ikon

Causal Inference and Modeling

Referentgranskad
Öppen tillgång
Kaidesoja, Tuukka Juhani
Routledge2017Publicationer information ikon

Amortized Inference with User Simulations

Referentgranskad
Öppen tillgång
DOI
10.1145/3544548.3581439
Moon, Hee Seung; Oulasvirta, Antti; Lee, Byungjoo
ACM SIGCHI annual conference on human factors in computing systems2023Publicationer information ikon

Advances in projection predictive inference

Referentgranskad
Öppen tillgång
DOI
10.1214/24-STS949
McLatchie, Yann; Rögnvaldsson, Sölvi; Weber, Frank; Vehtari, Aki
Statistical Science2025Publicationer information ikon

Bayesian inference and maximum entropy methods in science and engineering

Referentgranskad
Laksameethanasan, Danai; Brandt, Sami S.
-2007Publicationer information ikon

Real-time 3D Target Inference via Biomechanical Simulation

Referentgranskad
Öppen tillgång
DOI
10.1145/3613904.3642131
Moon, Hee-Seung; Liao, Yi-Chi; Li, Chenyu; Lee, Byungjoo; Oulasvirta, Antti
ACM SIGCHI annual conference on human factors in computing systems2024

Variational Inference and Learning for Continuous-Time Nonlinear State-Space Models

Referentgranskad
2008

Optimal Viterbi Bayesian Predictive Classification for Data from Finite Alphabets

Referentgranskad
DOI
10.1016/j.jspi.2012.07.013
2013

Robust Bayesian Inference: variable and structure selection and variational inference

Öppen tillgång
2023

Statistical inference with fractional Brownian motion

Referentgranskad
2005

Robust and Automated Variational Inference

Öppen tillgång
2022

Causal Inference and Modeling

Referentgranskad
Öppen tillgång
2017

Amortized Inference with User Simulations

Referentgranskad
Öppen tillgång
DOI
10.1145/3544548.3581439
2023

Advances in projection predictive inference

Referentgranskad
Öppen tillgång
DOI
10.1214/24-STS949
2025

Bayesian inference and maximum entropy methods in science and engineering

Referentgranskad
2007

Real-time 3D Target Inference via Biomechanical Simulation

Referentgranskad
Öppen tillgång
DOI
10.1145/3613904.3642131
2024