Author

M. Bonizzato

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#machine learning May 2025

Bidirectional Information Flow (BIF) - A Sample Efficient Hierarchical Gaussian Process for Bayesian Optimization

B Bidirectional Information Flow is proposed, which establishes continuous two-way communication in hierarchical Gaussian Process models and proves analytically that the regret of a GP with a learned kernel scales linearly with the mismatch to the true kernel.

J. D. Guerra, T. Garbay, N. Dancause et al. · arXiv.org · 0 citations

Open access Sep 2026

Distinct hindlimb motor cortex subregions encode forward and backward hindlimb movements in rats

The motor cortex is organized to coordinate voluntary movements through distinct subregions that control different parts of the body. Intracortical microstimulation (ICMS) with long-duration trains (LD-ICMS) can uncover complex, behaviorally relevant movement patterns that differ from the simple, joint-specific res...

Joey St-Arnault, Andrew R. Brown, M. Bonizzato et al. · Frontiers in Systems Neurosc... · 0 citations