Petar M. Djuric

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 171

Top Venues

ICASSP

EUSIPCO

IEEE Trans. Signal Process.

CoRR

Publications

Yuanqing Song, Yuhao Liu, Petar M. Djuric
Novel Architecture of Deep Feature-Based Gaussian Processes with an Ensemble of Kernels. ICASSP (2024)
Marzieh Ajirak, Daniel Waxman, Fernando Llorente, Petar M. Djuric
Fusion of Gaussian Processes Predictions with Monte Carlo Sampling. CoRR (2024)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Reinforcement Learning for Joint Detection and Mapping Using Dynamic UAV Networks. IEEE Trans. Aerosp. Electron. Syst. 60 (3) (2024)
Yang Xie, Yang Li, Petar M. Djuric, Samir R. Das, Milutin Stanacevic
Optimized Channel Phase Estimation in Passive RF Tag Network. RFID (2024)
Kurt Butler, Guanchao Feng, Petar M. Djuric
Explainable Learning with Gaussian Processes. CoRR (2024)
Fernando Llorente, Petar M. Djuric
Dynamic Random Feature Gaussian Processes for Bayesian Optimization of Time-Varying Functions. ICASSP (2024)
Daniel Waxman, Petar M. Djuric
Dynamic Online Ensembles of Basis Expansions. Trans. Mach. Learn. Res. 2024 (2024)
Chen Cui, Paolo Banelli, Petar M. Djuric
Topology Inference of Directed Graphs by Gaussian Processes With Sparsity Constraints. IEEE Trans. Signal Process. 72 (2024)
Kurt Butler, Marija Iloska, Petar M. Djuric
On Counterfactual Interventions in Vector Autoregressive Models. CoRR (2024)
Daniel Waxman, Petar M. Djuric
Dynamic Online Ensembles of Basis Expansions. 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)
Chen Cui, Petar M. Djuric
Inference of Time-Varying Graph Topologies via Gaussian Processes. ICASSP (2024)
Kurt Butler, Guanchao Feng, Petar M. Djuric
Measuring Strength of Joint Causal Effects. IEEE Trans. Signal Process. 72 (2024)
Tong Chen, Guanchao Feng, Petar M. Djuric
Improving Open-Set Recognition with Bayesian Metric Learning. ICASSP (2024)
Daniel Waxman, Petar M. Djuric
A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers. CoRR (2024)
Liu Yang, Kurt Butler, Petar M. Djuric
Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes. ICASSP (2024)
Daniel Waxman, Kurt Butler, Petar M. Djuric
Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery. CoRR (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, Chen Cui, Daniel Waxman, Kurt Butler, Petar M. Djuric
Detecting Confounders in Multivariate Time Series using Strength of Causation. EUSIPCO (2023)
Kurt Butler, Duncan Cleveland, Charles B. Mikell, Sima Mofakham, Yuri B. Saalmann, Petar M. Djuric
An Approach to Learning the Hierarchical Organization of the Frontal Lobe. EUSIPCO (2023)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Gaussian Process-Gated Hierarchical Mixtures of Experts. CoRR (2023)
Kurt Butler, Guanchao Feng, Petar M. Djuric
On Causal Discovery With Convergent Cross Mapping. IEEE Trans. Signal Process. 71 (2023)
Milos Janjic, Nenad Vukmirovic, Miljko Eric, Petar M. Djuric
Over-the-Air Synchronization of Time, Phase and Frequency in a Distributed Receiving System. IEEE Access 11 (2023)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Sequential Estimation of Gaussian Process-based Deep State-Space Models. CoRR (2023)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO (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)
Asher A. Hensley, Petar M. Djuric
Online Learning for Latent Yule-Simon Processes. ICASSP (2022)
Abeer Ahmad, Xiao Sha, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
Amplitude and Phase Estimation of Backscatter Tag-to-Tag Channel. ISCAS (2022)
Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. ICASSP (2022)
Siwei Zhang, Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Multi-Agent Navigation with Reinforcement Learning Enhanced Information Seeking. EUSIPCO (2022)
Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch
Fusion of Probability Density Functions. CoRR (2022)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO (2022)
Yuhao Liu, Marzieh Ajirak, Petar M. Djuric
Inference with Deep Gaussian Process State Space Models. EUSIPCO (2022)
Yuhao Liu, Petar M. Djuric
Tracking the Dimensions of Latent Spaces of Gaussian Process Latent Variable Models. ICASSP (2022)
Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric
Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes. EUSIPCO (2022)
Chen Cui, Paolo Banelli, Petar M. Djuric
Gaussian Processes for Topology Inference of Directed Graphs. EUSIPCO (2022)
Arani Bhattacharya, Caitao Zhan, Abhishek Maji, Himanshu Gupta, Samir R. Das, Petar M. Djuric
Selection of Sensors for Efficient Transmitter Localization. IEEE/ACM Trans. Netw. 30 (1) (2022)
Andrea Pitzus, Giulia Baldazzi, Marco Orrù, Alberto Valdes Rey, Graziana Viola, Luigi Raffo, Petar M. Djuric, Danilo Pani
Exploring Transfer Learning for Ventricular Tachycardia Electrophysiology Studies. CinC (2022)
Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP (2022)
Kurt Butler, Guanchao Feng, Petar M. Djuric
A Differential Measure of the Strength of Causation. IEEE Signal Process. Lett. 29 (2022)
Marzieh Ajirak, Yuhao Liu, Petar M. Djuric
Ensembles of Gaussian process latent variable models. EUSIPCO (2022)
Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch
Fusion of Probability Density Functions. Proc. IEEE 110 (4) (2022)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP (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, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP (2021)
Víctor Elvira, Joaquín Míguez, Petar M. Djuric
On the performance of particle filters with adaptive number of particles. Stat. Comput. 31 (6) (2021)
K. Wendy Tang, Petar M. Djuric
Bachelor of Science in Electrical Engineering Online: A Journey of Challenges and Triumphs. IEEE Signal Process. Mag. 38 (3) (2021)
Nenad Vukmirovic, Miljko Eric, Petar M. Djuric
Performance Limits of Direct Wideband Coherent 3D Localization in Distributed Massive MIMO Systems. Sensors 21 (10) (2021)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Near-Field Tracking With Large Antenna Arrays: Fundamental Limits and Practical Algorithms. IEEE Trans. Signal Process. 69 (2021)
Yuanfei Huang, Akshay Athalye, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
RF Energy Harvesting and Management for Near-Zero Power Passive Devices. ISCAS (2021)
Douglas E. Johnston, Petar M. Djuric
Bayesian Estimation of a Tail-Index with Marginalized Threshold. ICASSP (2021)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Networks of UAVs of Low-Complexity for Time-Critical Localization. CoRR (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)
Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric
Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes. ICASSP (2021)
Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models. ICASSP (2021)
Yousef El-Laham, Liu Yang, Heather J. Lynch, Petar M. Djuric, Mónica F. Bugallo
Particle Gibbs Sampling for Regime-Switching State-Space Models. ICASSP (2021)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
3D Source Tracking with Large Antenna Arrays in the Fresnel Region. SPAWC (2021)
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric
Bayesian Reconstruction of Fourier Pairs. IEEE Trans. Signal Process. 69 (2021)
Abeer Ahmad, Xiao Sha, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric, Milutin Stanacevic
Collaborative Backscatter Based on Phase Channel Estimation in Passive RF Tag Networks. RFID-TA (2021)
Yuhao Liu, Petar M. Djuric
The Use of Gaussian Processes as Particles for Sequential Monte Carlo Estimation of Time-Varying Functions. EUSIPCO (2021)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Near-field Tracking with Large Antenna Arrays: Fundamental Limits and Practical Algorithms. CoRR (2021)
Abeer Ahmad, Xiao Sha, Milutin Stanacevic, Akshay Athalye, Petar M. Djuric, Samir R. Das
Enabling Passive Backscatter Tag Localization Without Active Receivers. SenSys (2021)
Abeer Ahmad, Yuanfei Huang, Xiao Sha, Akshay Athalye, Milutin Stanacevic, Samir R. Das, Petar M. Djuric
On Measuring Doppler Shifts between Tags in a Backscattering Tag-to-Tag Network with Applications in Tracking. ICASSP (2020)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. CoRR (2020)
Arani Bhattacharya, Caitao Zhan, Himanshu Gupta, Samir R. Das, Petar M. Djuric
Selection of Sensors for Efficient Transmitter Localization. INFOCOM (2020)
Anna Guerra, Davide Dardari, Petar M. Djuric
Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. CoRR (2020)
Yousef El-Laham, Liu Yang, Petar M. Djuric, Mónica F. Bugallo
Particle Filtering Under General Regime Switching. EUSIPCO (2020)
Yuhao Liu, Petar M. Djuric
Gaussian Process State-Space Models with Time-Varying Parameters and Inducing Points. EUSIPCO (2020)
Yousef El-Laham, Petar M. Djuric, Mónica F. Bugallo
Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling. ICASSP (2020)
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)
Douglas E. Johnston, Petar M. Djuric
A Recursive Bayesian Solution for the Excess Over Threshold Distribution with Stochastic Parameters. ICASSP (2020)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP (2020)
Xiao Sha, Yuanfei Huang, Tutu Wan, Yasha Karimi, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
A Self-Biased Low Modulation Index ASK Demodulator for Implantable Devices. ISCAS (2020)
Ibrahim Hammoud, I. V. Ramakrishnan, Petar M. Djuric
Classification of 12-lead ECGs Using Intra-Heartbeat Discrete-time Fourier Transform and Inter-Heartbeat Attention. CinC (2020)
Arani Bhattacharya, Ayon Chakraborty, Samir R. Das, Himanshu Gupta, Petar M. Djuric
Spectrum Patrolling With Crowdsourced Spectrum Sensors. IEEE Trans. Cogn. Commun. Netw. 6 (1) (2020)
Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO (2020)
Anna Guerra, Francesco Guidi, Davide Dardari, Petar M. Djuric
Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection. PLANS (2020)
Anna Guerra, Davide Dardari, Petar M. Djuric
Dynamic Radar Networks of UAVs: A Tutorial Overview and Tracking Performance Comparison With Terrestrial Radar Networks. IEEE Veh. Technol. Mag. 15 (2) (2020)
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. ICASSP (2020)
Anna Guerra, Davide Dardari, Petar M. Djuric
Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. IEEE Access 8 (2020)
Anna Guerra, Davide Dardari, Petar M. Djuric
Non-Centralized Navigation for Source Localization by Cooperative UAVs. EUSIPCO (2019)
Milutin Stanacevic, Yasha Karimi, G. Feng, Jihoon Ryoo, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric
RF-based Analytics Generated by Tag-to-tag Networks. ICASSP (2019)
Lingqing Gan, Asher A. Hensley, Petar M. Djuric
Modeling and Estimation of Interactions of Yule-Simon Processes. ICASSP (2019)
Petar M. Djuric, Pau Closas
On Self-assessment of Proficiency of Autonomous Systems. ICASSP (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP (2019)
Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric
Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. IEEE Trans. Signal Process. 67 (5) (2019)
Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo
Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. IEEE Signal Process. Mag. 36 (5) (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Detecting Causality using Deep Gaussian Processes. ACSSC (2019)
Yasha Karimi, Yuanfei Huang, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric, Milutin Stanacevic
Passive Wireless Channel Estimation in RF Tag Network. ISCAS (2019)
Xiao Sha, Yasha Karimi, Samir R. Das, Petar M. Djuric, Milutin Stanacevic
Study of mm-sized Coil to Coil Backscatter Based Communication Link. UEMCON (2019)
Nenad Vukmirovic, Miljko Eric, Milos Janjic, Petar M. Djuric
Direct Wideband Coherent Localization by Distributed Antenna Arrays. Sensors 19 (20) (2019)
Douglas E. Johnston, Petar M. Djuric
A Recursive Bayesian Model for Extreme Values. ICASSP (2019)
Victor Elvira, Luca Martino, Mónica F. Bugallo, Petar M. Djuric
Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes]. IEEE Signal Process. Mag. 36 (6) (2019)
Yousef El-Laham, Petar M. Djuric, Mónica F. Bugallo
A Variational Adaptive Population Importance Sampler. ICASSP (2019)
Hechuan Wang, Mónica F. Bugallo, Petar M. Djuric
Adaptive importance sampling supported by a variational auto-encoder. CAMSAP (2019)
Victor Solo, Maria Sabrina Greco, Danilo P. Mandic, Petar M. Djuric, Andreas Spanias, Mónica F. Bugallo
Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. IEEE Signal Process. Mag. 36 (5) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Petar M. Djuric