An information theoretic approach to blind Multiple Access Interference suppression. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (EUSIPCO, 2000)

A semiblind approach to optimum multiuser detection. - Joaquín Míguez; Mónica F. Bugallo; Luis Castedo (EUSIPCO, 2000)

Semiblind decision-feedback multiuser interference cancellation based on the maximum likelihood principle. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (ICASSP, 2001)

A novel blind diversity combining receiver for CDMA systems. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (ISSPA, 2001)

Semiblind linear multiuser interference cancellation: a maximum likelihood approach. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (Signal Process., 2001)

A maximum likelihood approach to blind multiuser interference cancellation. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (IEEE Trans. Signal Process., 2001)

Likelihood-based selection of filtering parameters. - Joaquín Míguez; Mónica F. Bugallo (EUSIPCO, 2002)

Decision-Feedback semiblind channel equalization in Space-Time Coded systems. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (ICASSP, 2002)

Parametric estimation of hidden signals by likelihood maximization. - Joaquín Míguez; Mónica F. Bugallo (DSP, 2002)

Joint symbol detection and timing estimation using particle filtering. - Tadesse Ghirmai; Mónica F. Bugallo; Joaquín Míguez; Petar M. Djuric (ICASSP (4), 2003)

Decision-feedback interference suppression in CDMA systems: a ML-based semiblind approach. - Mónica F. Bugallo; Joaquín Míguez; Luis Castedo (Signal Process., 2003)

Particle filtering. - Petar M. Djuric; Jayesh H. Kotecha; Jianqui Zhang; Yufei Huang 001; Tadesse Ghirmai; Mónica F. Bugallo; Joaquín Míguez (IEEE Signal Process. Mag., 2003)

Stochastic simulation and parameter estimation of first order chemical reactions. - Katrien De Cock; Xueying Zhang; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2004)

Maneuvering target tracking using cost reference particle filtering. - Mónica F. Bugallo; Shanshan Xu; Joaquín Míguez; Petar M. Djuric (ICASSP (3), 2004)

Density assisted particle filters for state and parameter estimation. - Petar M. Djuric; Mónica F. Bugallo; Joaquín Míguez (ICASSP (2), 2004)

A particle filter for blind timing recovery and data detection in fast fading wireless channels. - Tadesse Ghirmai; Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2004)

A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics. - Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2004)

A sequential Monte Carlo technique for blind synchronization and detection in frequency-flat Rayleigh fading wireless channels. - Joaquín Míguez; Tadesse Ghirmai; Mónica F. Bugallo; Petar M. Djuric (Signal Process., 2004)

Decision fusion for distributed target tracking using cost reference particle filtering. - Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2005)

Tracking with particle filtering in tertiary wireless sensor networks. - Petar M. Djuric; Mahesh Vemula; Mónica F. Bugallo (ICASSP (4), 2005)

Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering. - Joaquín Míguez; Shanshan Xu; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2005)

An application of system theory to stochastic models for first order chemical reactions. - Xueying Zhang; Katrien De Cock; Mónica F. Bugallo; Petar M. Djuric (ICASSP (5), 2005)

On the estimation of random unobserved signals by maximization of target likelihoods and its application to blind timing and phase recovery. - Joaquín Míguez; Mónica F. Bugallo (Digit. Signal Process., 2005)

A sequential Monte Carlo method for adaptive blind timing estimation and data detection. - Tadesse Ghirmai; Mónica F. Bugallo; Joaquín Míguez; Petar M. Djuric (IEEE Trans. Signal Process., 2005)

Advances in cost-reference particle filtering. - Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2006)

Fusion of Information for Sensor Self-Localization by a Monte Carlo Method. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (FUSION, 2006)

Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering. - Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2006)

Target Tracking in a Two-Tiered Hierarchical Sensor Network. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2006)

Maneuvering Target Tracking with Simplified Cost Reference Particle Filters. - Shanshan Xu; Mónica F. Bugallo; Petar M. Djuric (ICASSP (4), 2006)

Erratum to "A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics". - Joaquín Míguez; Mónica F. Bugallo; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2006)

Fusion of information from biased sensor data by particle filtering. - Mónica F. Bugallo; Ting Lu; Petar M. Djuric (EUSIPCO, 2007)

Multiple Particle Filtering. - Petar M. Djuric; Ting Lu; Mónica F. Bugallo (ICASSP (3), 2007)

Cost-Based Monte Carlo Sampling Approaches for Sensor Self-Localization Under Beacon Position Uncertainty. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (ICASSP (2), 2007)

Sequential Estimation by Combined cost-Reference Particle and Kalman Filtering. - Shanshan Xu; Mónica F. Bugallo; Petar M. Djuric (ICASSP (3), 2007)

Tracking with Biased Measurements of Signal Strength Sensors. - Mónica F. Bugallo; Ting Lu; Petar M. Djuric (DSP, 2007)

Performance comparison of EKF and particle filtering methods for maneuvering targets. - Mónica F. Bugallo; Shanshan Xu; Petar M. Djuric (Digit. Signal Process., 2007)

Target tracking by fusion of random measures. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (Signal Image Video Process., 2007)

Performance Comparison of Gaussian-Based Filters Using Information Measures. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (IEEE Signal Process. Lett., 2007)

Complex systems and particle filtering. - Mónica F. Bugallo; Petar M. Djuric (ACSCC, 2008)

Particle filtering and the inverse problem of biochemical networks. - Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2008)

A stochastic approach to solving inverse problems of biochemical networks. - Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2008)

MARIACHI: A multidisciplinary effort to bring science and engineering to the classroom. - Mónica F. Bugallo; H. Takafi; Michael Marx; David Bynum; John Hover (ICASSP, 2008)

RLS-assisted cost reference particle filtering. - Ting Lu; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2008)

Stochastic simulation of coupled chemical reactions using recursive methods. - Vibha Mane; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2008)

On new stochastic approaches for solving forward and backward problems of biochemical networks. - Petar M. Djuric; Mónica F. Bugallo; Vibha Mane (ITW, 2008)

Sequential Monte Carlo methods for complexity-constrained MAP equalization of dispersive MIMO channels. - Manuel A. Vázquez; Mónica F. Bugallo; Joaquín Míguez (Signal Process., 2008)

Target Tracking by Particle Filtering in Binary Sensor Networks. - Petar M. Djuric; Mahesh Vemula; Mónica F. Bugallo (IEEE Trans. Signal Process., 2008)

Bringing Science and Engineering to the Classroom using Mobile Computing and Modern Cyberinfrastructure. - Mónica F. Bugallo; Michael Marx; David Bynum; Helio Takai; John Hover (CSEDU (1), 2009)

Estimation of stochastic rate constants and tracking of species in biochemical networks with second-order reactions. - Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2009)

Stochastic modeling of second order reactions using a moment propagation method. - Vibha Mane; Mónica F. Bugallo; Petar M. Djuric (GENSiPS, 2009)

Marginalized population Monte Carlo. - Mónica F. Bugallo; Mingyi Hong 001; Petar M. Djuric (ICASSP, 2009)

Hands-on engineering and science: Discovering cosmic rays using radar-based techniques and mobile technology. - Mónica F. Bugallo; Helio Takai; Michael Marx; David Bynum; John Hover (ICASSP, 2009)

Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics. - Pau Closas; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2009)

SDR-based radar system for meteor detection. - Subodh Chiwate; Zejie Zhang; Kevin Mernick; Bingxin Shen; Dima Vavilov; Mónica F. Bugallo; Petar M. Djuric; Michael Marx; Helio Takai (DPS, 2009)

Sensor self-localization with beacon position uncertainty. - Mahesh Vemula; Mónica F. Bugallo; Petar M. Djuric (Signal Process., 2009)

Multiple marginalized population Monte Carlo. - Bingxin Shen; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2010)

A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering. - Mónica F. Bugallo; Galina Botchkina; Petar M. Djuric (ICASSP, 2010)

Evaluation of a method's robustness. - Petar M. Djuric; Pau Closas; Mónica F. Bugallo; Joaquín Míguez (ICASSP, 2010)

Joint Model Selection and Parameter Estimation by Population Monte Carlo Simulation. - Mingyi Hong 001; Mónica F. Bugallo; Petar M. Djuric (IEEE J. Sel. Top. Signal Process., 2010)

Session TP8a2: Statistical and array signal processing for biomedical applications. - Mónica F. Bugallo (ACSCC, 2011)

ECG denoising using a dynamical model and a marginalized particle filter. - Chao Lin; Mónica F. Bugallo; Corinne Mailhes; Jean-Yves Tourneret (ACSCC, 2011)

Iterated multiple particle filtering. - Pau Closas; Mónica F. Bugallo (CAMSAP, 2011)

Population Monte Carlo methodology a la Gibbs sampling. - Petar M. Djuric; Bingxin Shen; Mónica F. Bugallo (EUSIPCO, 2011)

A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution. - Mónica F. Bugallo; Shishir Dash; Galina Botchkina; Marco Lops; Petar M. Djuric (ICASSP, 2011)

Non-centralized target tracking with mobile agents. - Petar M. Djuric; Jonathan Beaudeau; Mónica F. Bugallo (ICASSP, 2011)

Particle filtering for multivariate state-space models. - Petar M. Djuric; Mónica F. Bugallo (ACSCC, 2012)

Real time indoor tracking of tagged objects with a network of RFID readers. - Li Geng; Mónica F. Bugallo; Akshay Athalye; Petar M. Djuric (EUSIPCO, 2012)

Target tracking with asynchronous measurements by a network of distributed mobile agents. - Jonathan Beaudeau; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2012)

Educating engineers of the future. - Mónica F. Bugallo; Keith Sheppard; David Bynum (ICASSP, 2012)

Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling. - Bingxin Shen; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2012)

Improving Accuracy by Iterated Multiple Particle Filtering. - Pau Closas; Mónica F. Bugallo (IEEE Signal Process. Lett., 2012)

Particle filtering for high-dimensional systems. - Petar M. Djuric; Mónica F. Bugallo (CAMSAP, 2013)

A mobile system for non-centralized target tracking in presence of dynamic interferences. - Mónica F. Bugallo; Jonathan Beaudeau; Petar M. Djuric (EUSIPCO, 2013)

Tracking with asynchronous binary readings and layout information in RFID systems with sense-a-tags. - Li Geng; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2013)

Prediction of influenza rates by particle filtering. - Pau Closas; Mónica F. Bugallo; Ermengol Coma; Leonardo Méndez (ICASSP, 2013)

Tracking with RFID asynchronous measurements by particle filtering. - Li Geng; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2013)

Analysis of the cross-target measurement fusion likelihood for RSSI-based sensors. - Jonathan Beaudeau; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2014)

Particle filtering in high-dimensional systems with Gaussian approximations. - Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2014)

Gaussian particle filtering in high-dimensional systems. - Mónica F. Bugallo; Petar M. Djuric (SSP, 2014)

Indoor Tracking With RFID Systems. - Li Geng; Mónica F. Bugallo; Akshay Athalye; Petar M. Djuric (IEEE J. Sel. Top. Signal Process., 2014)

On sample generation and weight calculation in multiple importance sampling. - Victor Elvira; Luca Martino; David Luengo; Mónica F. Bugallo (ACSSC, 2015)

Bias correction for distributed Bayesian estimators. - David Luengo; Luca Martino; Victor Elvira; Mónica F. Bugallo (CAMSAP, 2015)

Filtering of nonlinear time-series coupled by fractional Gaussian processes. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (CAMSAP, 2015)

Estimation of gene expression by a bank of particle filters. - Mónica F. Bugallo; Cagla Tasdemir; Petar M. Djuric (EUSIPCO, 2015)

Sequential Monte Carlo sampling for systems with fractional Gaussian processes. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2015)

On optimal mobile RSSI-sensor positioning for multi target tracking. - Jonathan Beaudeau; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2015)

An outreach after-school program to introduce high-school students to electrical engineering. - Mónica F. Bugallo; Angela M. Kelly (ICASSP, 2015)

Multiple particle filtering with improved efficiency and performance. - Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2015)

Real-time self-tracking in the Internet of Things. - Li Geng; Mónica F. Bugallo; Akshay Athalye; Petar M. Djuric (ICASSP, 2015)

Efficient linear combination of partial Monte Carlo estimators. - David Luengo; Luca Martino; Víctor Elvira; Mónica F. Bugallo (ICASSP, 2015)

Adaptive importance sampling in signal processing. - Mónica F. Bugallo; Luca Martino; Jukka Corander (Digit. Signal Process., 2015)

Efficient Multiple Importance Sampling Estimators. - Victor Elvira; Luca Martino; David Luengo; Mónica F. Bugallo (IEEE Signal Process. Lett., 2015)

RSSI-Based Multi-Target Tracking by Cooperative Agents Using Fusion of Cross-Target Information. - Jonathan P. Beaudeau; Mónica F. Bugallo; Petar M. Djuric (IEEE Trans. Signal Process., 2015)

A new strategy for effective learning in population Monte Carlo sampling. - Mónica F. Bugallo; Victor Elvira; Luca Martino (ACSSC, 2016)

Sequential Monte Carlo sampling for correlated latent long-memory time-series. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2016)

Multiple importance sampling with overlapping sets of proposals. - Victor Elvira; Luca Martino; David Luengo; Mónica F. Bugallo (SSP, 2016)

Sequential Monte Carlo methods under model uncertainty. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (SSP, 2016)

Heretical Multiple Importance Sampling. - Victor Elvira; Luca Martino; David Luengo; Mónica F. Bugallo (IEEE Signal Process. Lett., 2016)

Population Monte Carlo schemes with reduced path degeneracy. - Victor Elvira; Luca Martino; David Luengo; Mónica F. Bugallo (CAMSAP, 2017)

A particle-based approach for topology estimation of gene networks. - Cagla Tasdemir; Mónica F. Bugallo; Petar M. Djuric (CAMSAP, 2017)

Practical Matlab experience in lecture-based signals and systems courses. - Peter A. Milder; Mónica F. Bugallo (ICASSP, 2017)

Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2017)

Sequential Monte Carlo for inference of latent ARMA time-series with innovations correlated in time. - Iñigo Urteaga; Mónica F. Bugallo; Petar M. Djuric (EURASIP J. Adv. Signal Process., 2017)

Improving population Monte Carlo: Alternative weighting and resampling schemes. - Víctor Elvira; Luca Martino; David Luengo; Mónica F. Bugallo (Signal Process., 2017)

Adaptive Importance Sampling: The past, the present, and the future. - Mónica F. Bugallo; Victor Elvira; Luca Martino; David Luengo; Joaquín Míguez; Petar M. Djuric (IEEE Signal Process. Mag., 2017)

Engineering Outreach: Yesterday, Today, and Tomorrow [SP Education]. - Mónica F. Bugallo; Angela M. Kelly (IEEE Signal Process. Mag., 2017)

Learning Structured Neural Dynamics From Single Trial Population Recording. - Josue Nassar; Scott W. Linderman; Yuan Zhao 004; Mónica F. Bugallo; Il Memming Park (ACSSC, 2018)

Distributed Multiple Gaussian Filtering for Multiple Target Localization in Wireless Sensor Networks. - Jordi Vilà-Valls; Pau Closas; Mónica F. Bugallo; Joaquín Míguez (ACSSC, 2018)

Improved Adaptive Importance Sampling Based on Variational Inference. - Matthew Dowling; Josue Nassar; Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2018)

In Search for Improved Auxiliary Particle Filters. - Victor Elvira; Luca Martino; Mónica F. Bugallo; Petar M. Djuric (EUSIPCO, 2018)

Tracking of Objects in a Passive Backscattering Tag-to-Tag Network. - Matthew Dowling; Mónica F. Bugallo; Samir R. Das; Petar M. Djuric (SPAWC, 2018)

A Probabilistic Approach for Adaptive State-Space Partitioning. - Jordi Vilà-Valls; Pau Closas; Mónica F. Bugallo; Joaquín Míguez (SSP, 2018)

Efficient linear fusion of partial estimators. - David Luengo; Luca Martino; Víctor Elvira; Mónica F. Bugallo (Digit. Signal Process., 2018)

Robust Covariance Adaptation in Adaptive Importance Sampling. - Yousef El-Laham; Victor Elvira; Mónica F. Bugallo (IEEE Signal Process. Lett., 2018)

Recursive Shrinkage Covariance Learning in Adaptive Importance Sampling. - Yousef El-Laham; Víctor Elvira; Mónica F. Bugallo (CAMSAP, 2019)

Second Order Subspace Statistics for Adaptive State-Space Partitioning in Multiple Particle Filtering. - Sara Pérez-Vieites; Jordi Vilà-Valls; Mónica F. Bugallo; Joaquín Míguez; Pau Closas (CAMSAP, 2019)

Adaptive importance sampling supported by a variational auto-encoder. - Hechuan Wang; Mónica F. Bugallo; Petar M. Djuric (CAMSAP, 2019)

A Novel Particle Filter for High-Dimensional Systems Using Penalized Perturbations. - Yousef El-Laham; Zahraa Krayem; Jessica Maghakian; Mónica F. Bugallo (EUSIPCO, 2019)

Efficient Adaptive Multiple Importance Sampling. - Yousef El-Laham; Luca Martino; Víctor Elvira; Mónica F. Bugallo (EUSIPCO, 2019)

A Variational Adaptive Population Importance Sampler. - Yousef El-Laham; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2019)

Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling. - Josue Nassar; Scott W. Linderman; Mónica F. Bugallo; Il Memming Park (ICLR (Poster), 2019)

Elucidating the Auxiliary Particle Filter via Multiple Importance Sampling [Lecture Notes]. - Victor Elvira; Luca Martino; Mónica F. Bugallo; Petar M. Djuric (IEEE Signal Process. Mag., 2019)

Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum]. - Victor Solo; Maria Sabrina Greco; Danilo P. Mandic; Petar M. Djuric; Andreas Spanias; Mónica F. Bugallo (IEEE Signal Process. Mag., 2019)

Particle Filtering Under General Regime Switching. - Yousef El-Laham; Liu Yang; Petar M. Djuric; Mónica F. Bugallo (EUSIPCO, 2020)

Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling. - Yousef El-Laham; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2020)

A Particle Gibbs Sampling Approach to Topology Inference in Gene Regulatory Networks. - Marija Iloska; Yousef El-Laham; Mónica F. Bugallo (ICASSP, 2020)

Indoor Altitude Estimation of Unmanned Aerial Vehicles Using a Bank of Kalman Filters. - Liu Yang; Hechuan Wang; Yousef El-Laham; José Ignacio Lamas Fonte; David Trillo Pérez; Mónica F. Bugallo (ICASSP, 2020)

A survey of Monte Carlo methods for parameter estimation. - David Luengo; Luca Martino; Mónica F. Bugallo; Víctor Elvira; Simo Särkkä (EURASIP J. Adv. Signal Process., 2020)

Stochastic Gradient Population Monte Carlo. - Yousef El-Laham; Mónica F. Bugallo (IEEE Signal Process. Lett., 2020)

Highlights From the Signal Processing Theory and Methods Technical Committee [In the Spotlight]. - José C. M. Bermudez; Mónica F. Bugallo; Alle-Jan van der Veen (IEEE Signal Process. Mag., 2020)

EUSIPCO 2019: A Chronicle of the 27th European Signal Processing Conference in A Coruna, Spain: Looking Into the Future of Signal Processing [Conference Highlights]. - Mónica F. Bugallo; Luis Castedo (IEEE Signal Process. Mag., 2020)

Particle Gibbs Sampling for Regime-Switching State-Space Models. - Yousef El-Laham; Liu Yang; Heather J. Lynch; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2021)

Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes. - Hechuan Wang; Mónica F. Bugallo; Petar M. Djuric (ICASSP, 2021)

Robust Frequency and Phase Estimation for Three-Phase Power Systems Using a Bank of Kalman Filters. - Zahraa Krayem; Yousef El-Laham; Mónica F. Bugallo (IEEE Signal Process. Lett., 2021)

Innovation Starts With Education [From the Guest Editors]. - Mónica F. Bugallo; Anthony G. Constantinides; Danilo P. Mandic; Alan V. Oppenheim; Roberto B. Togneri (IEEE Signal Process. Mag., 2021)

Policy Gradient Importance Sampling for Bayesian Inference. - Yousef El-Laham; Mónica F. Bugallo (IEEE Trans. Signal Process., 2021)

State-Space Partitioning Schemes in Multiple Particle Filtering for Improved Accuracy. - Marija Iloska; Mónica F. Bugallo (EUSIPCO, 2022)

Indoor UAV Height Estimation with Multiple Model-Detecting Particle Filters. - Hechuan Wang; Xiaokun Zhao; Mónica F. Bugallo (EUSIPCO, 2022)

Graphical network and topology estimation for autoregressive models using Gibbs sampling. - Marija Iloska; Yousef El-Laham; Mónica F. Bugallo (Signal Process., 2022)

Generalized Two-Stage Particle Filter for High Dimensions. - Marija Iloska; Mónica F. Bugallo (ICASSP, 2023)

Streaming Variational Monte Carlo. - Yuan Zhao 004; Josue Nassar; Ian D. Jordan; Mónica F. Bugallo; Il Memming Park (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fast Sparse Learning from Streaming Data with LASSO. - Marija Iloska; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2025)

Critically-Damped Third-Order Langevin Dynamics. - Benjamin Sterling; Mónica F. Bugallo (ICASSP, 2025)

Fusion Strategies in Multiple Particle Filtering in the Presence of Shared Unknown Static Parameters. - Xiaokun Zhao; Marija Iloska; Mónica F. Bugallo (ICASSP Workshops, 2025)

Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters. - Xiaokun Zhao; Marija Iloska; Yousef El-Laham; Mónica F. Bugallo (ICASSP, 2025)

Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares. - Marija Iloska; Mónica F. Bugallo; Petar M. Djuric (IEEE Trans. Signal Process., 2025)

Critically-Damped Higher-Order Langevin Dynamics. - Benjamin Sterling; Chad Gueli; Mónica F. Bugallo (CoRR, 2025)