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ORCIDMarzieh Ajirak
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2020 – today
- 2024
[j3]Yuhao Liu
, Marzieh Ajirak, Petar M. Djuric:
Gaussian Process-Gated Hierarchical Mixtures of Experts. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6443-6453 (2024)- [c11]Marzieh Ajirak, Immanuel Elbau, Nili Solomonov, Logan Grosenick:
Discrete Representation Learning for Multivariate Time Series. EUSIPCO 2024: 1132-1136 - [c10]Marzieh Ajirak, Yuhao Liu, Petar M. Djuric:
Filtering of High-Dimensional Data for Sequential Classification. FUSION 2024: 1-7 - [i4]Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric:
Fusion of Gaussian Processes Predictions with Monte Carlo Sampling. CoRR abs/2403.01389 (2024) - 2023
- [j2]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Sequential Estimation of Gaussian Process-Based Deep State-Space Models. IEEE Trans. Signal Process. 71: 2968-2980 (2023) - [c9]Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric:
FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING. ACSSC 2023: 1367-1371 - [c8]Marzieh Ajirak, Heidi Preis, Marci Lobel, Petar M. Djuric:
Learning from Heterogeneous Data with Deep Gaussian Processes. CAMSAP 2023: 46-50 - [c7]Marzieh Ajirak, Petar M. Djuric:
A Gaussian Latent Variable Model for Incomplete Mixed Type Data. ICASSP 2023: 1-5 - [c6]Yuhao Liu, Chen Cui, Marzieh Ajirak, Petar M. Djuric:
Estimation of Time-Varying Graph Topologies from Graph Signals. ICASSP 2023: 1-5 - [i3]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Sequential Estimation of Gaussian Process-based Deep State-Space Models. CoRR abs/2301.12528 (2023) - [i2]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Gaussian Process-Gated Hierarchical Mixtures of Experts. CoRR abs/2302.04947 (2023) - 2022
- [c5]Yuhao Liu, Marzieh Ajirak, Petar M. Djuric:
Inference with Deep Gaussian Process State Space Models. EUSIPCO 2022: 792-796 - [c4]Marzieh Ajirak, Yuhao Liu, Petar M. Djuric:
Ensembles of Gaussian process latent variable models. EUSIPCO 2022: 1467-1471 - [c3]Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP 2022: 1316-1320 - 2021
- [c2]Liu Yang, Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction. EUSIPCO 2021: 1321-1325 - [c1]Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric:
Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women. EUSIPCO 2021: 1980-1984 - 2020
- [i1]Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric:
GP-LVM of categorical data from test-positive COVID-19 pregnant women. CoRR abs/2011.03715 (2020)
2010 – 2019
- 2017
- [j1]Marzieh Ajirak, Mohammad Javad Omidi, Hamid Saeedi Sourck, Arin Minasian:
Optimal power allocation for relay-based cooperative communication systems with energy harvesting. Trans. Emerg. Telecommun. Technol. 28(8) (2017)
Coauthor Index
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