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Antoine Collas

Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction

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Aug 12, 2025
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SPD Learning for Covariance-Based Neuroimaging Analysis: Perspectives, Methods, and Challenges

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Apr 26, 2025
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PSDNorm: Test-Time Temporal Normalization for Deep Learning on EEG Signals

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Mar 06, 2025
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Multi-Source and Test-Time Domain Adaptation on Multivariate Signals using Spatio-Temporal Monge Alignment

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Jul 19, 2024
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SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation

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Jul 16, 2024
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Geodesic Optimization for Predictive Shift Adaptation on EEG data

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Jul 04, 2024
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Weakly supervised covariance matrices alignment through Stiefel matrices estimation for MEG applications

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Jan 24, 2024
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The Fisher-Rao geometry of CES distributions

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Oct 02, 2023
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Entropic Wasserstein Component Analysis

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Mar 09, 2023
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Parametric information geometry with the package Geomstats

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Nov 21, 2022
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