Andrea L. Bertozzi
Orcid: 0000-0003-0396-7391Affiliations:
- University of California, Los Angeles, USA
According to our database1,
Andrea L. Bertozzi
authored at least 151 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
A positivity-preserving numerical method for a thin liquid film on a vertical cylindrical fiber.
J. Comput. Phys., January, 2024
2023
IEEE Trans. Geosci. Remote. Sens., 2023
Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets.
CoRR, 2023
Material Identification in Complex Environments: Neural Network Approaches to Hyperspectral Image Analysis.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Graph-Based Active Learning for Surface Water and Sediment Detection in Multispectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Intentional Youth Development Activities and Peer Effects in a Gang Prevention Program.
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Hate speech and hate crimes: a data-driven study of evolving discourse around marginalized groups.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
SIAM J. Appl. Math., August, 2022
SIAM J. Imaging Sci., 2022
SIAM J. Appl. Dyn. Syst., 2022
A martingale formulation for stochastic compartmental susceptible-infected-recovered (SIR) models to analyze finite size effects in COVID-19 case studies.
Networks Heterog. Media, 2022
IEEE Control. Syst. Lett., 2022
CoRR, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Privacy-Preserving Federated Multi-Task Linear Regression: A One-Shot Linear Mixing Approach Inspired By Graph Regularization.
Proceedings of the IEEE International Conference on Acoustics, 2022
Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
J. Imaging, 2021
A Multilayer Network Model of the Coevolution of the Spread of a Disease and Competing Opinions.
CoRR, 2021
Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
SIAM J. Appl. Math., 2020
Segmentation of scanning tunneling microscopy images using variational methods and empirical wavelets.
Pattern Anal. Appl., 2020
Efficient Graph-Based Active Learning with Probit Likelihood via Gaussian Approximations.
CoRR, 2020
Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism Principled Robust Deep Neural Nets.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism Principled Robust Deep Neural Nets.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities.
Proceedings of the 8th International Conference on Learning Representations, 2020
A Hamilton-Jacobi Formulation for Time-Optimal Paths of Rectangular Nonholonomic Vehicles.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms.
IEEE Trans. Image Process., 2019
SIAM J. Math. Data Sci., 2019
SIAM J. Appl. Math., 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting.
Proceedings of the Optimization of Complex Systems: Theory, 2019
SOS-EW: System for Overdose Spike Early Warning Using Drug Mover's Distance-Based Hawkes Processes.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Uncertainty quantification for semi-supervised multi-class classification in image processing and ego-motion analysis of body-worn videos.
Proceedings of the Image Processing: Algorithms and Systems XVII, 2019
Learning to Predict Human Stress Level with Incomplete Sensor Data from Wearable Devices.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Applications of Structural Equivalence to Subgraph Isomorphism on Multichannel Multigraphs.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Autom. Control., 2018
SIAM J. Appl. Math., 2018
SIAM/ASA J. Uncertain. Quantification, 2018
Using insurance claims to predict and improve hospitalizations and biologics use in members with inflammatory bowel diseases.
J. Biomed. Informatics, 2018
Int. J. Data Sci. Anal., 2018
Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization.
CoRR, 2018
Segmentation of Scanning Tunneling Microscopy Images Using Variational Methods and Empirical Wavelets.
CoRR, 2018
CoRR, 2018
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
A Novel Highly Parallel Algorithm For The Detection And Tracking Of Chemical Gas Plumes Using Hyperspectral Video Sequences.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the Informatics in Control, Automation and Robotics, 2018
Proceedings of the 15th International Conference on Informatics in Control, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Unsupervised Classification in Hyperspectral Imagery With Nonlocal Total Variation and Primal-Dual Hybrid Gradient Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2017
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking.
IEEE Trans. Geosci. Remote. Sens., 2017
Two-Dimensional Compact Variational Mode Decomposition - Spatially Compact and Spectrally Sparse Image Decomposition and Segmentation.
J. Math. Imaging Vis., 2017
Image Process. Line, 2017
CoRR, 2017
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Decentralized stochastic control of robotic swarm density: Theory, simulation, and experiment.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
SIAM Rev., 2016
SIAM J. Math. Anal., 2016
IEEE Robotics Autom. Lett., 2016
Proceedings of the OpenMP: Memory, Devices, and Tasks, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
J. Math. Imaging Vis., 2015
2014
SIAM J. Appl. Math., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Appl. Math. Lett., 2014
Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Graph MBO method for multiclass segmentation of hyperspectral stand-off detection video.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014
2013
SIAM J. Imaging Sci., 2013
SIAM J. Imaging Sci., 2013
A Method Based on Total Variation for Network Modularity Optimization Using the MBO Scheme.
SIAM J. Appl. Math., 2013
SIAM J. Appl. Math., 2013
An "Estimate & Score Algorithm" for simultaneous parameter estimation and reconstruction of incomplete data on social networks.
Secur. Informatics, 2013
J. Sci. Comput., 2013
2012
Characterization of Radially Symmetric Finite Time Blowup in Multidimensional Aggregation Equations.
SIAM J. Math. Anal., 2012
SIAM J. Imaging Sci., 2012
SIAM J. Appl. Math., 2012
Anomalous exponents of self-similar blow-up solutions to an aggregation equation in odd dimensions.
Appl. Math. Lett., 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the American Control Conference, 2012
Proceedings of the American Control Conference, 2012
2011
J. Comput. Phys., 2011
A Third Generation Micro-vehicle Testbed for Cooperative Control and Sensing Strategies.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Noordwijkerhout, The Netherlands, 28, 2011
2010
SIAM J. Appl. Math., 2010
SIAM J. Appl. Dyn. Syst., 2010
EURASIP J. Adv. Signal Process., 2010
Multi-scale Collaborative Searching through Swarming.
Proceedings of the ICINCO 2010, 2010
2009
Proceedings of the Image Analysis and Processing, 2009
Experimental validation of cooperative environmental boundary tracking with on-board sensors.
Proceedings of the American Control Conference, 2009
2008
IEEE Trans. Image Process., 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
IEEE Trans. Image Process., 2007
Multiscale Model. Simul., 2007
Multi-Vehicle Flocking: Scalability of Cooperative Control Algorithms using Pairwise Potentials.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
A second generation micro-vehicle testbed for cooperative control and sensing strategies.
Proceedings of the American Control Conference, 2007
Proceedings of the American Control Conference, 2007
2006
J. Comput. Phys., 2006
Proceedings of the American Control Conference, 2006
2005
Virtual attractive-repulsive potentials for cooperative control of second order dynamic vehicles on the Caltech MVWT.
Proceedings of the American Control Conference, 2005
Proceedings of the American Control Conference, 2005
2004
SIAM J. Math. Anal., 2004
SIAM J. Appl. Math., 2004
2003
2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
SIAM J. Math. Anal., 2000
1999
SIAM J. Numer. Anal., 1999
1996
SIAM J. Appl. Math., 1996
1993
Multidimensional Residues, Generating Functions, and Their Application to Queueing Networks.
SIAM Rev., 1993