20122020
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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

Time series Engineering & Materials Science
Spectral density Engineering & Materials Science
Recovery Engineering & Materials Science
Splines Engineering & Materials Science
Model Comparison Mathematics
Adaptive filtering Engineering & Materials Science
Statistics Engineering & Materials Science
Object recognition Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2018 2020

Data structures
Physics

Research Output 2012 2019

Asymptotically Optimal Prediction for Time-Varying Data Generating Processes

Ding, J., Zhou, J. & Tarokh, V., May 1 2019, In : IEEE Transactions on Information Theory. 65, 5, p. 3034-3067 34 p., 8543249.

Research output: Contribution to journalArticle

methodology
Kinetics
entropy
structural change
time series
2 Citations (Scopus)

Bayesian Model Comparison with the Hyvärinen Score: Computation and Consistency

Shao, S., Jacob, P. E., Ding, J. & Tarokh, V., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Model Comparison
Bayesian Model
Bayes Factor
Scoring
Likelihood

Estimation of the evolutionary spectra with application to stationarity test

Xiang, Y., Ding, J. & Tarokh, V., Mar 1 2019, In : IEEE Transactions on Signal Processing. 67, 5, p. 1353-1365 13 p., 8598905.

Research output: Contribution to journalArticle

Spectral density
Fourier transforms

Analysis of Multistate Autoregressive Models

Ding, J., Shahrampour, S., Heal, K. & Tarokh, V., May 1 2018, In : IEEE Transactions on Signal Processing. 66, 9, p. 2429-2440 12 p.

Research output: Contribution to journalArticle

Time series
Markov processes
Experiments

A Penalized Method for the Predictive Limit of Learning

Ding, J., Diao, E., Zhou, J. & Tarokh, V., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4414-4418 5 p. 8461832. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Logistics
Neural networks