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Conditionally Gaussian PAC-Bayes

Conditionally Gaussian PAC-Bayes

Eugenio Clerico
George Deligiannidis
Arnaud Doucet
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Papers citing "Conditionally Gaussian PAC-Bayes"

7 / 7 papers shown
Title
On Certified Generalization in Structured Prediction
On Certified Generalization in Structured Prediction
Bastian Boll
Christoph Schnörr
21
0
0
15 Jun 2023
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
Tianyu Liu
Jie Lu
Zheng Yan
Guangquan Zhang
36
0
0
16 Oct 2022
A Note on the Efficient Evaluation of PAC-Bayes Bounds
A Note on the Efficient Evaluation of PAC-Bayes Bounds
Felix Biggs
37
1
0
12 Sep 2022
Generalisation under gradient descent via deterministic PAC-Bayes
Generalisation under gradient descent via deterministic PAC-Bayes
Eugenio Clerico
Tyler Farghly
George Deligiannidis
Benjamin Guedj
Arnaud Doucet
31
4
0
06 Sep 2022
Learning PAC-Bayes Priors for Probabilistic Neural Networks
Learning PAC-Bayes Priors for Probabilistic Neural Networks
Maria Perez-Ortiz
Omar Rivasplata
Benjamin Guedj
M. Gleeson
Jingyu Zhang
John Shawe-Taylor
M. Bober
J. Kittler
UQCV
53
31
0
21 Sep 2021
PAC-Bayesian Estimation and Prediction in Sparse Additive Models
PAC-Bayesian Estimation and Prediction in Sparse Additive Models
Benjamin Guedj
Pierre Alquier
100
47
0
06 Aug 2012
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
O. Catoni
148
453
0
03 Dec 2007