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bayesoptbook
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bayesoptbook.github.io
Companion webpage for the book "Bayesian Optimization" by Roman Garnett
MIT License
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Add some preliminary information for Chapter 8
#54
mjzhu-p
closed
3 months ago
3
Notation of $\phi$ in Chapter 8
#53
mjzhu-p
closed
3 months ago
1
Reproducing figure
#52
thierrymoudiki
closed
3 months ago
1
Clarify Kullback-Leibler divergence equivalence proof (p. 138, side note 22)
#51
mjzhu-p
closed
3 months ago
6
Typo p. 229
#50
chrisyeh96
closed
5 months ago
1
Simple regret upper bounded by average regret
#49
chrisyeh96
closed
6 months ago
1
Clarify sample continuity theorem
#48
chrisyeh96
opened
6 months ago
2
Define Holder continuity for covariance functions
#47
chrisyeh96
opened
6 months ago
2
More detailed explanations or suggested references for 'Bayesian inference of the objective function'
#46
mjzhu-p
closed
7 months ago
2
typo
#45
mjzhu-p
closed
6 months ago
2
Missing hyperparameter in model assessment example?
#44
dothit
opened
7 months ago
3
Typo (p.17)
#43
chrisyeh96
closed
8 months ago
2
Typo p.90
#42
dothit
closed
10 months ago
1
Minor typo? "generalized" adversarial network
#41
ltiao
closed
1 year ago
1
Add reference
#40
euphoria0-0
closed
1 year ago
3
Figure 11.17
#39
euphoria0-0
closed
1 year ago
1
Add datasets for replication
#38
NathanielF
opened
1 year ago
4
Transformers and Deep GPs as Alternative Surrogate Models in Section 8.11
#37
Ryan-Rhys
closed
1 year ago
1
Typo (P. 125)
#36
Ryan-Rhys
closed
2 years ago
1
Rollout time complexity
#35
jackliu333
closed
1 year ago
4
Source code for reproducing examples in the book
#34
jackliu333
closed
2 years ago
1
Typo (p.204)
#33
Jiangyan-Zhao
closed
2 years ago
1
Clarify the difference between EI and KG
#32
xiaoweiz
closed
2 years ago
1
It would be better if it were stated in a way that maximizes PI on page 171
#31
Jiangyan-Zhao
closed
2 years ago
1
Figure 8.10 is not explicitly cited.
#30
Jiangyan-Zhao
closed
2 years ago
1
Typo (P. 177)
#29
Jiangyan-Zhao
closed
2 years ago
1
Typo (P. 143)
#28
Jiangyan-Zhao
closed
2 years ago
1
Introduction - formalization of optimization: What is meant by "mathematical optimization"?
#27
SimonKruse0
closed
2 years ago
3
Typo (p. 116)
#26
Jiangyan-Zhao
closed
2 years ago
1
Referencing causal BO in section 11.9
#25
neildhir
opened
2 years ago
3
Missing label for x_4 in figure 11.11
#24
neildhir
closed
2 years ago
2
Typo in bibliographic reference
#23
rafaol
closed
2 years ago
2
Reference to figure is linked to an equation instead of the figure (pg 163)
#22
cgoble001
closed
2 years ago
1
Typo pg 48
#21
cgoble001
closed
2 years ago
1
Typo
#20
kei-mo
closed
2 years ago
1
Typo
#19
kei-mo
closed
2 years ago
1
Exercises for the textbook chapters?
#18
asp2204
closed
2 years ago
1
Small nit: missing space after comma
#17
EugenHotaj
closed
2 years ago
1
PDF compiled for screen reading
#16
david-vicente
opened
2 years ago
2
Links in the preface are incorrect
#15
ScriptDevil
closed
2 years ago
1
Missing word(s)
#14
ale-gb
closed
2 years ago
1
Updated posterior mean incorrect or unclear
#13
kiudee
closed
2 years ago
8
Typo
#12
sebtsh
closed
2 years ago
1
Utility functions: Posterior mean and epsilon-greedy-based methods
#11
georgedeath
closed
2 years ago
8
BORE: Bayesian Optimization by Density-Ratio Estimation
#10
georgedeath
closed
2 years ago
16
Typo
#9
sebtsh
closed
2 years ago
1
Typo
#8
chaos-and-patterns
closed
2 years ago
1
Scalarization Reference
#7
qiuyiz
closed
2 years ago
2
Discussion about robust Bayesian optimization
#6
lukasfro
closed
2 years ago
7
Add more discussion on acquisition function optimization
#5
jungtaekkim
closed
2 years ago
3
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