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Arnaud Breloy

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Antoine Collas

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Publications

2023
[j22]
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  - journals/tsp/CollasBRGO23
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Antoine Collas, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez:
Riemannian Optimization for Non-Centered Mixture of Scaled Gaussian Distributions. IEEE Trans. Signal Process. 71: 2475-2490 (2023)
[c32]
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  - conf/mlsp/CollasVFB23
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Antoine Collas, Titouan Vayer, Rémi Flamary, Arnaud Breloy:
Entropic Wasserstein Component Analysis. MLSP 2023: 1-6
[i6]
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  - journals/corr/abs-2303-05119
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Antoine Collas, Titouan Vayer, Rémi Flamary, Arnaud Breloy:
Entropic Wasserstein Component Analysis. CoRR abs/2303.05119 (2023)
[i5]
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  - journals/corr/abs-2310-01032
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Florent Bouchard, Arnaud Breloy, Antoine Collas, Alexandre Renaux, Guillaume Ginolhac:
The Fisher-Rao geometry of CES distributions. CoRR abs/2310.01032 (2023)
2022
[c30]
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  dblp key:
  - conf/eusipco/CollasBGRO22
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Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez:
Robust Geometric Metric Learning. EUSIPCO 2022: 1447-1451
[c28]
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  - conf/icassp/CollasBGBRO22
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Antoine Collas, Florent Bouchard, Guillaume Ginolhac, Arnaud Breloy, Chengfang Ren, Jean Philippe Ovarlez:
On the Use of Geodesic Triangles between Gaussian Distributions for Classification Problems. ICASSP 2022: 5697-5701
[i3]
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  - journals/corr/abs-2202-11550
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Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez:
Robust Geometric Metric Learning. CoRR abs/2202.11550 (2022)
[i2]
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  - journals/corr/abs-2209-03315
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Antoine Collas, Arnaud Breloy, Chengfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez:
Riemannian optimization for non-centered mixture of scaled Gaussian distributions. CoRR abs/2209.03315 (2022)
2021
[j13]
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  - journals/tsp/CollasBBGRO21
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Antoine Collas, Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Chengfang Ren, Jean Philippe Ovarlez:
Probabilistic PCA From Heteroscedastic Signals: Geometric Framework and Application to Clustering. IEEE Trans. Signal Process. 69: 6546-6560 (2021)
[c23]
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Antoine Collas, Florent Bouchard, Arnaud Breloy, Chenfang Ren, Guillaume Ginolhac, Jean Philippe Ovarlez:
A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization. ICASSP 2021: 5160-5164
2020
[j9]
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  - journals/staeors/MianCBGO20
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Ammar Mian, Antoine Collas, Arnaud Breloy, Guillaume Ginolhac, Jean Philippe Ovarlez:
Robust Low-Rank Change Detection for Multivariate SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3545-3556 (2020)

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