Guillermo Valle Pérez

According to our database1, Guillermo Valle Pérez authored at least 11 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Do deep neural networks have an inbuilt Occam's razor?
CoRR, 2023

2022
Evaluating language-biased image classification based on semantic representations.
CoRR, 2022

Language-biased image classification: evaluation based on semantic representations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Transflower: probabilistic autoregressive dance generation with multimodal attention.
ACM Trans. Graph., 2021

Is SGD a Bayesian sampler? Well, almost.
J. Mach. Learn. Res., 2021

Why Flatness Correlates With Generalization For Deep Neural Networks.
CoRR, 2021

Double-descent curves in neural networks: a new perspective using Gaussian processes.
CoRR, 2021

2020
Generalization bounds for deep learning.
CoRR, 2020

2019
Neural networks are a priori biased towards Boolean functions with low entropy.
CoRR, 2019

Deep learning generalizes because the parameter-function map is biased towards simple functions.
Proceedings of the 7th International Conference on Learning Representations, 2019


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