Marzieh Ajirak

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Top Venues

Publications

Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric
Fusion of Gaussian Processes Predictions with Monte Carlo Sampling. CoRR (2024)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Gaussian Process-Gated Hierarchical Mixtures of Experts. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Marzieh Ajirak, Petar M. Djuric
A Gaussian Latent Variable Model for Incomplete Mixed Type Data. ICASSP (2023)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Sequential Estimation of Gaussian Process-Based Deep State-Space Models. IEEE Trans. Signal Process. 71 (2023)
Marzieh Ajirak, Heidi Preis, Marci Lobel, Petar M. Djuric
Learning from Heterogeneous Data with Deep Gaussian Processes. CAMSAP (2023)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Gaussian Process-Gated Hierarchical Mixtures of Experts. CoRR (2023)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Sequential Estimation of Gaussian Process-based Deep State-Space Models. CoRR (2023)
Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric
FUSION OF GAUSSIAN PROCESSES PREDICTIONS WITH MONTE CARLO SAMPLING. ACSSC (2023)
Yuhao Liu, Chen Cui, Marzieh Ajirak, Petar M. Djuric
Estimation of Time-Varying Graph Topologies from Graph Signals. ICASSP (2023)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Inference with Deep Gaussian Process State Space Models. EUSIPCO (2022)
Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP (2022)
Marzieh Ajirak, Yuhao Liu, Petar M. Djuric
Ensembles of Gaussian process latent variable models. EUSIPCO (2022)
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)
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)
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 (2020)
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)