Marzieh Ajirak

According to our database, Marzieh Ajirak authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Gaussian Process-Gated Hierarchical Mixtures of Experts.

Yuhao Liu, Marzieh Ajirak, Petar M. Djuric

IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Filtering of High-Dimensional Data for Sequential Classification.

Marzieh Ajirak, Yuhao Liu, Petar M. Djuric

Proceedings of the 27th International Conference on Information Fusion, 2024

Discrete Representation Learning for Multivariate Time Series.

Marzieh Ajirak, Immanuel Elbau, Nili Solomonov, Logan Grosenick

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Sequential Estimation of Gaussian Process-Based Deep State-Space Models.

Yuhao Liu, Marzieh Ajirak, Petar M. Djuric

IEEE Trans. Signal Process., 2023

Estimation of Time-Varying Graph Topologies from Graph Signals.

Yuhao Liu, Chen Cui, Marzieh Ajirak, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2023

A Gaussian Latent Variable Model for Incomplete Mixed Type Data.

Marzieh Ajirak, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning from Heterogeneous Data with Deep Gaussian Processes.

Marzieh Ajirak, Heidi Preis, Marci Lobel, Petar M. Djuric

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING.

Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Boost Ensemble Learning for Classification of CTG SIGNALS.

Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2022

Inference with Deep Gaussian Process State Space Models.

Yuhao Liu, Marzieh Ajirak, Petar M. Djuric

Proceedings of the 30th European Signal Processing Conference, 2022

Ensembles of Gaussian process latent variable models.

Marzieh Ajirak, Yuhao Liu, Petar M. Djuric

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction.

Liu Yang, Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric

Proceedings of the 29th European Signal Processing Conference, 2021

Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women.

Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric

Proceedings of the 29th European Signal Processing Conference, 2021

2020

GP-LVM of categorical data from test-positive COVID-19 pregnant women.

Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric

CoRR, 2020

2017

Optimal power allocation for relay-based cooperative communication systems with energy harvesting.

Marzieh Ajirak, Mohammad Javad Omidi, Hamid Saeedi Sourck, Arin Minasian

Trans. Emerg. Telecommun. Technol., 2017