Scholar

Genshiro Kitagawa

Google Scholar ID: pEv06X8AAAAJ

The Institute of Statistical Mathematics

time series analysisstatisticsMonte Carlo methodsOptimal control

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Citations & Impact

All-time

Citations

5,301

H-index

24

i10-index

47

Publications

20

Co-authors

0

Publications

6 items

Gaussian Process Modeling of Time Series

2026

Cited

0

Maximum Likelihood and Bayesian Estimation for State-Space Models Using the Non-Gaussian Filter

2026

Cited

0

Backward Smoothing versus Fixed-Lag Smoothing in Particle Filters

2026

Cited

0

Bayesian Optimization of Noisy Log-Likelihoods Evaluated by Particle Filters -- One Parameter Case --

2026

Cited

0

Gaussian Process State-Space Modeling and Particle Filtering for Time Series Decomposition and Nonlinear Signal Extraction

2025

Cited

0

Enhancing Seasonal Adjustment Space Models: Constraints and Regularization for Improved Trend and AR Decomposition

2025

Cited

0

Resume

Background

Focuses on the field of artificial intelligence and machine learning, with a particular interest in natural language processing.

Miscellany

Enjoys traveling, photography, and music composition