Learning And Signal Processing
Learning And Signal Processing
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Information-Theoretic Characterizations of Generalization Error for the Gibbs Algorithm
Gholamali Aminian
,
Yuheng Bu
,
Laura Toni
,
Miguel R. D. Rodrigues
,
Gregory W. Wornell
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DOI
URL
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions
Gholamali Aminian
,
Mohammad Saeed Masiha
,
Laura Toni
,
Miguel R. D. Rodrigues
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DOI
URL
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning
Eduardo Pignatelli
,
Johan Ferret
,
Matthieu Geist
,
Thomas Mesnard
,
Hado van Hasselt
,
Laura Toni
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DOI
URL
AGAR: Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects
Pedro Gomes
,
Silvia Rossi
,
Laura Toni
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DOI
URL
Image embedding and user multi-preference modeling for data collection sampling
Anju Jose Tom
,
Laura Toni
,
Thomas Maugey
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DOI
URL
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation
Clément Vignac
,
Nagham Osman
,
Laura Toni
,
Pascal Frossard
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DOI
URL
Online Network Source Optimization with Graph-Kernel MAB
Laura Toni
,
Pascal Frossard
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DOI
URL
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift
Gholamali Aminian
,
Mahed Abroshan
,
Mohammad Mahdi Khalili
,
Laura Toni
,
Miguel R. D. Rodrigues
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URL
Explaining Hierarchical Features in Dynamic Point Cloud Processing
Pedro Gomes
,
Silvia Rossi
,
Laura Toni
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DOI
URL
Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm
Gholamali Aminian
,
Yuheng Bu
,
Laura Toni
,
Miguel R. D. Rodrigues
,
Gregory W. Wornell
Cite
DOI
URL
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