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Deep Horseshoe Gaussian Processes

Deep Horseshoe Gaussian Processes

4 March 2024
Ismael Castillo
Thibault Randrianarisoa
    BDL
    UQCV
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Papers citing "Deep Horseshoe Gaussian Processes"

5 / 5 papers shown
Title
Deep Q-Exponential Processes
Deep Q-Exponential Processes
Zhi Chang
Chukwudi Obite
Shuang Zhou
Shiwei Lan
BDL
23
0
0
29 Oct 2024
Minimax optimality of deep neural networks on dependent data via
  PAC-Bayes bounds
Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds
Pierre Alquier
William Kengne
34
0
0
29 Oct 2024
Posterior and variational inference for deep neural networks with heavy-tailed weights
Posterior and variational inference for deep neural networks with heavy-tailed weights
Ismael Castillo
Paul Egels
BDL
55
3
0
05 Jun 2024
Contraction rates and projection subspace estimation with Gaussian
  process priors in high dimension
Contraction rates and projection subspace estimation with Gaussian process priors in high dimension
Elie Odin
F. Bachoc
A. Lagnoux
19
0
0
06 Mar 2024
On the inability of Gaussian process regression to optimally learn
  compositional functions
On the inability of Gaussian process regression to optimally learn compositional functions
M. Giordano
Kolyan Ray
Johannes Schmidt-Hieber
31
12
0
16 May 2022
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