1 citations · 1 across the 3 of their papers we have counts for
3 papers
Generative Models for Periodicity Detection in Noisy Signals
Ezekiel Barnett, Olga Kaiser, Jonathan Masci +2
We introduce a new periodicity detection algorithm for binary time series of event onsets, the Gaussian Mixture Periodicity Detection Algorithm (GMPDA). The algorithm approaches th…
On Computationally-Scalable Spatio-Temporal Regression Clustering of Precipitation Threshold Excesses
Olga Kaiser, Dimitri Igdalov, Olivia Martius +1
Focusing on regression based analysis of extremes in a presence of systematically missing covariates, this work presents a data-driven spatio-temporal regression based clustering o…
On a simultaneous parameter inference and missing data imputation for nonstationary autoregressive models
Dimitri Igdalov, Olga Kaiser, Ilia Horenko
This work addresses the problem of missing data in time-series analysis focusing on (a) estimation of model parameters in the presence of missing data and (b) reconstruction of mis…