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1
Advances in Variational Inference
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Advances in Variational Inference

IEEE transactions on pattern analysis and machine intelligence, 2019-08, Vol.41 (8), p.2008-2026 [Peer Reviewed Journal]

ISSN: 0162-8828 ;ISSN: 1939-3539 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2018.2889774 ;PMID: 30596568 ;CODEN: ITPIDJ

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2
Taking the Human Out of the Loop: A Review of Bayesian Optimization
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Taking the Human Out of the Loop: A Review of Bayesian Optimization

Proceedings of the IEEE, 2016-01, Vol.104 (1), p.148-175 [Peer Reviewed Journal]

ISSN: 0018-9219 ;EISSN: 1558-2256 ;DOI: 10.1109/JPROC.2015.2494218 ;CODEN: IEEPAD

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3
Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review
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Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review

IEEE geoscience and remote sensing magazine, 2021-12, Vol.9 (4), p.223-270 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;EISSN: 2168-6831 ;DOI: 10.1109/mgrs.2021.3071158

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4
Information Dropout: Learning Optimal Representations Through Noisy Computation
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Information Dropout: Learning Optimal Representations Through Noisy Computation

IEEE transactions on pattern analysis and machine intelligence, 2018-12, Vol.40 (12), p.2897-2905 [Peer Reviewed Journal]

ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2017.2784440 ;PMID: 29994167 ;CODEN: ITPIDJ

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5
A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices
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A Novel Adaptive Kalman Filter With Inaccurate Process and Measurement Noise Covariance Matrices

IEEE transactions on automatic control, 2018-02, Vol.63 (2), p.594-601 [Peer Reviewed Journal]

ISSN: 0018-9286 ;EISSN: 1558-2523 ;DOI: 10.1109/TAC.2017.2730480 ;CODEN: IETAA9

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6
Hyperspectral and multispectral image fusion based on a sparse representation
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Hyperspectral and multispectral image fusion based on a sparse representation

IEEE transactions on geoscience and remote sensing, 2015-07, Vol.53 (n° 7) [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0196-2892 ;EISSN: 1558-0644 ;DOI: 10.1109/TGRS.2014.2381272

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7
A general framework for updating belief distributions
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A general framework for updating belief distributions

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2016-11, Vol.78 (5), p.1103-1130 [Peer Reviewed Journal]

Copyright © 2016 The Royal Statistical Society and Blackwell Publishing Ltd. ;2016 The Authors Journal of the Royal Statistical Society: Series B Statistical Methodology published by John Wiley & Sons Ltd on behalf of the Royal Statistical Society. ;Copyright © 2016 The Royal Statistical Society and Blackwell Publishing Ltd ;ISSN: 1369-7412 ;EISSN: 1467-9868 ;DOI: 10.1111/rssb.12158 ;PMID: 27840585

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8
Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation
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Article
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Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

IEEE transactions on image processing, 2015-11, Vol.24 (n° 11) [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1057-7149 ;EISSN: 1941-0042 ;DOI: 10.1109/TIP.2015.2458572

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9
Hyperspectral Pansharpening: A Review
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Article
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Hyperspectral Pansharpening: A Review

IEEE geoscience and remote sensing magazine, 2015-09, Vol.3 (3), p.27-46 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;EISSN: 2168-6831 ;DOI: 10.1109/MGRS.2015.2440094

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10
A Bayesian Formulation of Coherent Point Drift
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A Bayesian Formulation of Coherent Point Drift

IEEE transactions on pattern analysis and machine intelligence, 2021-07, Vol.43 (7), p.2269-2286 [Peer Reviewed Journal]

ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2020.2971687 ;PMID: 32031931 ;CODEN: ITPIDJ

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11
A Multi-Scan Labeled Random Finite Set Model for Multi-Object State Estimation
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A Multi-Scan Labeled Random Finite Set Model for Multi-Object State Estimation

IEEE transactions on signal processing, 2019-10, Vol.67 (19), p.4948-4963 [Peer Reviewed Journal]

ISSN: 1053-587X ;EISSN: 1941-0476 ;DOI: 10.1109/TSP.2019.2928953 ;CODEN: ITPRED

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12
DoA Reliability for Distributed Acoustic Tracking
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Article
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DoA Reliability for Distributed Acoustic Tracking

IEEE signal processing letters, 2018-09, Vol.25 (9), p.1320-1324 [Peer Reviewed Journal]

ISSN: 1070-9908 ;EISSN: 1558-2361 ;DOI: 10.1109/LSP.2018.2849579 ;CODEN: ISPLEM

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13
PCRLB for batch discrete‐time estimation through state decoupling
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PCRLB for batch discrete‐time estimation through state decoupling

Electronics letters, 2024-02, Vol.60 (4), p.n/a [Peer Reviewed Journal]

2024 The Authors. published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology. ;ISSN: 0013-5194 ;EISSN: 1350-911X ;DOI: 10.1049/ell2.13128

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14
Bayesian Robust Tensor Factorization for Incomplete Multiway Data
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Article
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Bayesian Robust Tensor Factorization for Incomplete Multiway Data

IEEE transaction on neural networks and learning systems, 2016-04, Vol.27 (4), p.736-748

ISSN: 2162-237X ;EISSN: 2162-2388 ;DOI: 10.1109/TNNLS.2015.2423694 ;PMID: 26068876 ;CODEN: ITNNAL

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15
Bayesian Optimization for Adaptive Experimental Design: A Review
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Bayesian Optimization for Adaptive Experimental Design: A Review

IEEE access, 2020, Vol.8, p.13937-13948 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.2966228 ;CODEN: IAECCG

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16
A Bayesian Filter for Multi-View 3D Multi-Object Tracking With Occlusion Handling
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A Bayesian Filter for Multi-View 3D Multi-Object Tracking With Occlusion Handling

IEEE transactions on pattern analysis and machine intelligence, 2022-05, Vol.44 (5), p.2246-2263 [Peer Reviewed Journal]

ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2020.3034435 ;PMID: 33112741 ;CODEN: ITPIDJ

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17
A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems
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A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems

IEEE transactions on automatic control, 2016-01, Vol.61 (1), p.182-187 [Peer Reviewed Journal]

ISSN: 0018-9286 ;EISSN: 1558-2523 ;DOI: 10.1109/TAC.2015.2426291 ;CODEN: IETAA9

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18
Asymptotic Security using Bayesian Defense Mechanism with Application to Cyber Deception
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Article
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Asymptotic Security using Bayesian Defense Mechanism with Application to Cyber Deception

IEEE transactions on automatic control, 2023, p.1-16 [Peer Reviewed Journal]

ISSN: 0018-9286 ;EISSN: 1558-2523 ;DOI: 10.1109/TAC.2023.3340978 ;CODEN: IETAA9

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19
Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond
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Article
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Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond

Proceedings of the IEEE, 2015-06, Vol.103 (6), p.926-943 [Peer Reviewed Journal]

ISSN: 0018-9219 ;EISSN: 1558-2256 ;DOI: 10.1109/JPROC.2015.2411333 ;CODEN: IEEPAD

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20
A PCA and Two-Stage Bayesian Sensor Fusion Approach for Diagnosing Electrical and Mechanical Faults in Induction Motors
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A PCA and Two-Stage Bayesian Sensor Fusion Approach for Diagnosing Electrical and Mechanical Faults in Induction Motors

IEEE transactions on industrial electronics (1982), 2019-12, Vol.66 (12), p.9510-9520 [Peer Reviewed Journal]

ISSN: 0278-0046 ;EISSN: 1557-9948 ;DOI: 10.1109/TIE.2019.2891453 ;CODEN: ITIED6

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