bayesoptbook/bayesoptbook.github.io

Issues

• Reproducing figure

  #52 opened 4 months ago by thierrymoudiki
  1

• Add some preliminary information for Chapter 8

  #54 opened 4 months ago by mjzhu-p
  3

• Clarify Kullback-Leibler divergence equivalence proof (p. 138, side note 22)

  #51 opened 4 months ago by mjzhu-p
  6

• Notation of $\phi$ in Chapter 8

  #53 opened 4 months ago by mjzhu-p
  1

• Clarify sample continuity theorem

  #48 opened 7 months ago by chrisyeh96
  2

• Define Holder continuity for covariance functions

  #47 opened 7 months ago by chrisyeh96
  2

• Typo p. 229

  #50 opened 6 months ago by chrisyeh96
  1

• typo

  #45 opened 6 months ago by mjzhu-p
  2

• Simple regret upper bounded by average regret

  #49 opened 7 months ago by chrisyeh96
  1

• More detailed explanations or suggested references for 'Bayesian inference of the objective function'

  #46 opened 7 months ago by mjzhu-p
  2

• Missing hyperparameter in model assessment example?

  #44 opened 8 months ago by dothit
  3

• Typo (p.17)

  #43 opened 9 months ago by chrisyeh96
  2

• Add datasets for replication

  #38 opened 2 years ago by NathanielF
  4

• Typo p.90

  #42 opened a year ago by dothit
  1

• Minor typo? "generalized" adversarial network

  #41 opened a year ago by ltiao
  1

• Referencing causal BO in section 11.9

  #25 opened 3 years ago by neildhir
  3

• Figure 11.17

  #39 opened a year ago by euphoria0-0
  1

• Add reference

  #40 opened a year ago by euphoria0-0
  3

• PDF compiled for screen reading

  #16 opened 3 years ago by david-vicente
  2

• Transformers and Deep GPs as Alternative Surrogate Models in Section 8.11

  #37 opened 2 years ago by Ryan-Rhys
  1

• Rollout time complexity

  #35 opened 2 years ago by jackliu333
  4

• Typo (P. 125)

  #36 opened 2 years ago by Ryan-Rhys
  1

• BORE: Bayesian Optimization by Density-Ratio Estimation

  #10 opened 3 years ago by georgedeath
  16

• Typo (p.204)

  #33 opened 2 years ago by Jiangyan-Zhao
  1

• Source code for reproducing examples in the book

  #34 opened 2 years ago by jackliu333
  1

• Clarify the difference between EI and KG

  #32 opened 2 years ago by xiaoweiz
  1

• Missing label for x_4 in figure 11.11

  #24 opened 2 years ago by neildhir
  2

• Figure 8.10 is not explicitly cited.

  #30 opened 2 years ago by Jiangyan-Zhao
  1

• Typo (P. 177)

  #29 opened 2 years ago by Jiangyan-Zhao
  1

• Typo (P. 143)

  #28 opened 2 years ago by Jiangyan-Zhao
  1

• Typo (p. 116)

  #26 opened 2 years ago by Jiangyan-Zhao
  1

• It would be better if it were stated in a way that maximizes PI on page 171

  #31 opened 2 years ago by Jiangyan-Zhao
  1

• Introduction - formalization of optimization: What is meant by "mathematical optimization"?

  #27 opened 2 years ago by SimonKruse0
  3

• Typo in bibliographic reference

  #23 opened 3 years ago by rafaol
  2

• Reference to figure is linked to an equation instead of the figure (pg 163)

  #22 opened 3 years ago by cgoble001
  1

• Typo

  #20 opened 3 years ago by kei-mo
  1

• Typo pg 48

  #21 opened 3 years ago by cgoble001
  1

• Typo

  #19 opened 3 years ago by kei-mo
  1

• Exercises for the textbook chapters?

  #18 opened 3 years ago by asp2204
  1

• Discussion about robust Bayesian optimization

  #6 opened 3 years ago by lukasfro
  7

• Small nit: missing space after comma

  #17 opened 3 years ago by EugenHotaj
  1

• Utility functions: Posterior mean and epsilon-greedy-based methods

  #11 opened 3 years ago by georgedeath
  8

• Links in the preface are incorrect

  #15 opened 3 years ago by ScriptDevil
  1

• Scalarization Reference

  #7 opened 3 years ago by qiuyiz
  2

• Add more discussion on acquisition function optimization

  #5 opened 3 years ago by jungtaekkim
  3

• Missing word(s)

  #14 opened 3 years ago by ale-gb
  1

• Updated posterior mean incorrect or unclear

  #13 opened 3 years ago by kiudee
  8

• Typo

  #12 opened 3 years ago by sebtsh
  1

• Typo

  #8 opened 3 years ago by chaos-and-patterns
  1

• Typo

  #9 opened 3 years ago by sebtsh
  1