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