| 2025 | ICASSP | Fast Sparse Learning from Streaming Data with LASSO. | Marija Iloska, Petar M. Djuric, Mnica F. Bugallo |
| 2025 | ICASSP | Critically-Damped Third-Order Langevin Dynamics. | Benjamin Sterling, Mnica F. Bugallo |
| 2025 | ICASSP | Fusion Strategies in Multiple Particle Filtering in the Presence of Shared Unknown Static Parameters. | Xiaokun Zhao, Marija Iloska, Mnica F. Bugallo |
| 2025 | ICASSP | Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters. | Xiaokun Zhao, Marija Iloska, Yousef El-Laham, Mnica F. Bugallo |
| 2023 | ICASSP | Generalized Two-Stage Particle Filter for High Dimensions. | Marija Iloska, Mnica F. Bugallo |
| 2021 | ICASSP | Particle Gibbs Sampling for Regime-Switching State-Space Models. | Yousef El-Laham, Liu Yang, Heather J. Lynch, Petar M. Djuric, Mnica F. Bugallo |
| 2021 | ICASSP | Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes. | Hechuan Wang, Mnica F. Bugallo, Petar M. Djuric |
| 2020 | ICASSP | Enhanced Mixture Population Monte Carlo Via Stochastic Optimization and Markov Chain Monte Carlo Sampling. | Yousef El-Laham, Petar M. Djuric, Mnica F. Bugallo |
| 2020 | ICASSP | A Particle Gibbs Sampling Approach to Topology Inference in Gene Regulatory Networks. | Marija Iloska, Yousef El-Laham, Mnica F. Bugallo |
| 2020 | ICASSP | Indoor Altitude Estimation of Unmanned Aerial Vehicles Using a Bank of Kalman Filters. | Liu Yang, Hechuan Wang, Yousef El-Laham, Jos Ignacio Lamas Fonte, David Trillo Prez, Mnica F. Bugallo |
| 2019 | ICASSP | A Variational Adaptive Population Importance Sampler. | Yousef El-Laham, Petar M. Djuric, Mnica F. Bugallo |
| 2019 | ICLR | Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling. | Josue Nassar, Scott W. Linderman, Mnica F. Bugallo, Il Memming Park |
| 2018 | ACSSC | Learning Structured Neural Dynamics From Single Trial Population Recording. | Josue Nassar, Scott W. Linderman, Yuan Zhao, Mnica F. Bugallo, Il Memming Park |
| 2018 | ACSSC | Distributed Multiple Gaussian Filtering for Multiple Target Localization in Wireless Sensor Networks. | Jordi Vil-Valls, Pau Closas, Mnica F. Bugallo, Joaqun Mguez |
| 2017 | ICASSP | Practical Matlab experience in lecture-based signals and systems courses. | Peter A. Milder, Mnica F. Bugallo |
| 2017 | ICASSP | Multiple particle filtering for inference in the presence of state correlation of unknown mixing parameters. | Iigo Urteaga, Mnica F. Bugallo, Petar M. Djuric |
| 2016 | ACSSC | A new strategy for effective learning in population Monte Carlo sampling. | Mnica F. Bugallo, Victor Elvira, Luca Martino |
| 2016 | ICASSP | Sequential Monte Carlo sampling for correlated latent long-memory time-series. | Iigo Urteaga, Mnica F. Bugallo, Petar M. Djuric |
| 2015 | ACSSC | On sample generation and weight calculation in multiple importance sampling. | Victor Elvira, Luca Martino, David Luengo, Mnica F. Bugallo |
| 2015 | ICASSP | On optimal mobile RSSI-sensor positioning for multi target tracking. | Jonathan Beaudeau, Mnica F. Bugallo, Petar M. Djuric |
| 2015 | ICASSP | An outreach after-school program to introduce high-school students to electrical engineering. | Mnica F. Bugallo, Angela M. Kelly |
| 2015 | ICASSP | Multiple particle filtering with improved efficiency and performance. | Petar M. Djuric, Mnica F. Bugallo |
| 2015 | ICASSP | Real-time self-tracking in the Internet of Things. | Li Geng, Mnica F. Bugallo, Akshay Athalye, Petar M. Djuric |
| 2015 | ICASSP | Efficient linear combination of partial Monte Carlo estimators. | David Luengo, Luca Martino, Vctor Elvira, Mnica F. Bugallo |
| 2014 | ICASSP | Analysis of the cross-target measurement fusion likelihood for RSSI-based sensors. | Jonathan Beaudeau, Mnica F. Bugallo, Petar M. Djuric |
| 2014 | ICASSP | Particle filtering in high-dimensional systems with Gaussian approximations. | Mnica F. Bugallo, Petar M. Djuric |
| 2013 | ICASSP | Prediction of influenza rates by particle filtering. | Pau Closas, Mnica F. Bugallo, Ermengol Coma, Leonardo Mndez |
| 2013 | ICASSP | Tracking with RFID asynchronous measurements by particle filtering. | Li Geng, Mnica F. Bugallo, Petar M. Djuric |
| 2012 | ACSSC | Particle filtering for multivariate state-space models. | Petar M. Djuric, Mnica F. Bugallo |
| 2012 | ICASSP | Target tracking with asynchronous measurements by a network of distributed mobile agents. | Jonathan Beaudeau, Mnica F. Bugallo, Petar M. Djuric |
| 2012 | ICASSP | Educating engineers of the future. | Mnica F. Bugallo, Keith Sheppard, David Bynum |
| 2012 | ICASSP | Estimation of multimodal posterior distributions of chirp parameters with population Monte Carlo sampling. | Bingxin Shen, Mnica F. Bugallo, Petar M. Djuric |
| 2011 | ACSSC | Session TP8a2: Statistical and array signal processing for biomedical applications. | Mnica F. Bugallo |
| 2011 | ACSSC | ECG denoising using a dynamical model and a marginalized particle filter. | Chao Lin, Mnica F. Bugallo, Corinne Mailhes, Jean-Yves Tourneret |
| 2011 | ICASSP | A stochastic compartmental approach to modeling and simulation of cancer spheroid formation and evolution. | Mnica F. Bugallo, Shishir Dash, Galina Botchkina, Marco Lops, Petar M. Djuric |
| 2011 | ICASSP | Non-centralized target tracking with mobile agents. | Petar M. Djuric, Jonathan Beaudeau, Mnica F. Bugallo |
| 2010 | ICASSP | A stochastic model of proliferation of cancer stem cells and its estimation by particle filtering. | Mnica F. Bugallo, Galina Botchkina, Petar M. Djuric |
| 2010 | ICASSP | Evaluation of a method's robustness. | Petar M. Djuric, Pau Closas, Mnica F. Bugallo, Joaqun Mguez |
| 2009 | CSEDU | Bringing Science and Engineering to the Classroom using Mobile Computing and Modern Cyberinfrastructure. | Mnica F. Bugallo, Michael Marx, David Bynum, Helio Takai, John Hover |
| 2009 | ICASSP | Marginalized population Monte Carlo. | Mnica F. Bugallo, Mingyi Hong, Petar M. Djuric |
| 2009 | ICASSP | Hands-on engineering and science: Discovering cosmic rays using radar-based techniques and mobile technology. | Mnica F. Bugallo, Helio Takai, Michael Marx, David Bynum, John Hover |
| 2009 | ICASSP | Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics. | Pau Closas, Mnica F. Bugallo, Petar M. Djuric |
| 2008 | ACSSC | Complex systems and particle filtering. | Mnica F. Bugallo, Petar M. Djuric |
| 2008 | ICASSP | A stochastic approach to solving inverse problems of biochemical networks. | Mnica F. Bugallo, Petar M. Djuric |
| 2008 | ICASSP | MARIACHI: A multidisciplinary effort to bring science and engineering to the classroom. | Mnica F. Bugallo, H. Takafi, Michael Marx, David Bynum, John Hover |
| 2008 | ICASSP | RLS-assisted cost reference particle filtering. | Ting Lu, Mnica F. Bugallo, Petar M. Djuric |
| 2008 | ICASSP | Stochastic simulation of coupled chemical reactions using recursive methods. | Vibha Mane, Mnica F. Bugallo, Petar M. Djuric |
| 2008 | ITW | On new stochastic approaches for solving forward and backward problems of biochemical networks. | Petar M. Djuric, Mnica F. Bugallo, Vibha Mane |
| 2007 | ICASSP | Multiple Particle Filtering. | Petar M. Djuric, Ting Lu, Mnica F. Bugallo |
| 2007 | ICASSP | Cost-Based Monte Carlo Sampling Approaches for Sensor Self-Localization Under Beacon Position Uncertainty. | Mahesh Vemula, Mnica F. Bugallo, Petar M. Djuric |
| 2007 | ICASSP | Sequential Estimation by Combined cost-Reference Particle and Kalman Filtering. | Shanshan Xu, Mnica F. Bugallo, Petar M. Djuric |
| 2006 | FUSION | Fusion of Information for Sensor Self-Localization by a Monte Carlo Method. | Mahesh Vemula, Mnica F. Bugallo, Petar M. Djuric |
| 2006 | ICASSP | Tracking of Time-Varying Number of Moving Targets in Wireless Sensor Fields by Particle Filtering. | Mnica F. Bugallo, Petar M. Djuric |
| 2006 | ICASSP | Target Tracking in a Two-Tiered Hierarchical Sensor Network. | Mahesh Vemula, Mnica F. Bugallo, Petar M. Djuric |
| 2006 | ICASSP | Maneuvering Target Tracking with Simplified Cost Reference Particle Filters. | Shanshan Xu, Mnica F. Bugallo, Petar M. Djuric |
| 2005 | ICASSP | Tracking with particle filtering in tertiary wireless sensor networks. | Petar M. Djuric, Mahesh Vemula, Mnica F. Bugallo |
| 2005 | ICASSP | Joint estimation of states and transition functions of dynamic systems using cost-reference particle filtering. | Joaqun Mguez, Shanshan Xu, Mnica F. Bugallo, Petar M. Djuric |
| 2005 | ICASSP | An application of system theory to stochastic models for first order chemical reactions. | Xueying Zhang, Katrien De Cock, Mnica F. Bugallo, Petar M. Djuric |
| 2004 | ICASSP | Maneuvering target tracking using cost reference particle filtering. | Mnica F. Bugallo, Shanshan Xu, Joaqun Mguez, Petar M. Djuric |
| 2004 | ICASSP | Density assisted particle filters for state and parameter estimation. | Petar M. Djuric, Mnica F. Bugallo, Joaqun Mguez |
| 2004 | ICASSP | A particle filter for blind timing recovery and data detection in fast fading wireless channels. | Tadesse Ghirmai, Joaqun Mguez, Mnica F. Bugallo, Petar M. Djuric |
| 2003 | ICASSP | Joint symbol detection and timing estimation using particle filtering. | Tadesse Ghirmai, Mnica F. Bugallo, Joaqun Mguez, Petar M. Djuric |
| 2002 | ICASSP | Decision-Feedback semiblind channel equalization in Space-Time Coded systems. | Mnica F. Bugallo, Joaqun Mguez, Luis Castedo |
| 2001 | ICASSP | Semiblind decision-feedback multiuser interference cancellation based on the maximum likelihood principle. | Mnica F. Bugallo, Joaqun Mguez, Luis Castedo |