Revision

[apoorvagnihotri]

• [x] Remove BO slides, they don't add value. e0eee6a35b741f75856eb9b4b9e16408a699eca7
• [x] Correct hyperlinks in Acknoledgement e88978cfb960289451e268e58d843ab706021ab3
• [x] Acknoledgement -> Acknoledgements e88978cfb960289451e268e58d843ab706021ab3
• [x] Content gets clipped in collapsible f28df304a8d77b6227b3b9c11e6cf056560a42ad
• [x] Writing Improvements e11591fd3655171269a8f3ecf9892c639459d867 723b2dc6982a158cbe62fc97db909393bd000971
  • [x] Include suggestions from Chris. 4b7055a1421864f367fa9123a9131bd18e79ea0f
  • [x] Abstract + Mining Gold! 1024eb51945b83b8e000ae7b98687c48620e46d4 91e2e1a32e9eb48ddecd842fea6024b829ccc679
  • [x] Active Learning 5539934c3cd56e134a67de16d194a4d8081f3a32
  • [x] Bayesian Optimization + Formalizing Bayesian Optimization 6e40a36d858e4100eb525c1e1572834737bc6663
  • [x] Acquisition Functions 4b6d52cf2d43a709ce83f270e76dbdcbb51aea24
  • [x] Probability of Improvement (PI) 3df731b316e06674dadb520e28fde13bedd1b450
  • [x] Expected Improvement (EI) 010cd004d9ac5e319eaf6c3d25faf38d0581c2e3
  • [x] PI vs. EI 87ac6d5434118ca8acdfe0fc57a63b0c791b92c1
  • [x] Thompson Sampling 5abe99b5c3d5f3137e1d677514c75d1d64d5da45
  • [x] Random + Summary of Acquisition Functions
  • [x] Other Acq. Functions 0be836f40ae1fd71daa53aa42c46beb04fed15ee
  • [x] Comparison + Why is it beneficial to optimize the acquisition function?
  • [x] Hyperparameter Tuning cb5b009751da86b3b5b2d95005726077b0e5cd77
  • [x] Example 1, 2, 3 629fa365fe66da3217f034d7463ba429ed37e368
  • [x] Conclusion and Summary + Embrace Bayesian Optimization
  • [x] Acknowledgements
  • [ ] Further Reading
• [x] make grids fainter 4cb44bea2f7bdfaf47f70c11402acb917d9cce55
• [x] In thompson acq. image, 6c8fd4633a77a6c53bb8bd6ccf03e3dfce8f7974
  • [x] Title -> "samples from surrogate posterior"
  • [x] Use black for Training Point.
  • [x] Translucent bounds
• [x] Interactive Plot 13f00c9aa34c665f2fcd96fb0de64cbb456189ee
  • [x] In Interactive plot, we do not need ground truth.
  • [x] New Interactive plot. 77a9c0c7adf9c713f2b6fc237719b0ffc55a30ba 1e6e1f41494bf85c0460b70907d467f56f7ae9ad
• [x] Summary BO Plot
• [x] Sliders don't span the whole image. 61eb725b540bf71efcd310c31ea572d2682500ef
• [x] In examples plots 3edb4f08592fbe796e3bbdb737f89161531a2883 7ba7bf85937e6b75c5442c7764fbb04a11ad224c
  • [x] lighter alpha across every plot 7ba7bf85937e6b75c5442c7764fbb04a11ad224c
  • [x] Iteration number should be common for the two subplots. (common title subplots fig.text used)
  • [x] replace pink dots with hollow circles with thick black borders.
  • [x] Have Text label with variable name.
  • [x] for alpha
  • [x] for C
  • [x] for gamma