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Can you add a stopping rule for Thompson Sampling(ts.py)?
htcml updated
3 years ago
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We have access to someone very well versed in the subject matter:
Madeleine B. Thompson, ["Slice Sampling with Multivariate Steps"](http://www.cs.toronto.edu/~radford/ftp/madeleine-thesis.pdf), PhD T…
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### Is your feature request related to a problem?
Explain how Impact Analyzer works from a simple VBD Actuals source
### Describe the solution you'd like
A few lines of code to summarize the VBD da…
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I'm quite curious about the Thompson sampling acquisition in Bayesian optimization, as I don't really understand how function samples can be drawn from Gaussian process
It seems that in dragonfly, …
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i want to implement MAB with AX；
i have read the Factorial design with empirical Bayes and Thompson Sampling;
If my experiment is not factorial，just a list of strategy； how to set the search_space
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I'm reading [this master thesis](https://tspace.library.utoronto.ca/bitstream/1807/98008/2/Gao_Jian_201911_MAS_thesis.pdf) (Thompson Sampling with Belief Update for Piece-wiseStationary Multi-armed Ba…
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## Reference
- 2011 [Sequential Model-Based Optimization for General Algorithm Configuration](https://www.cs.ubc.ca/~hutter/papers/10-TR-SMAC.pdf)
- [SMAC3](https://github.com/automl/SMAC3)
## Br…
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The algorithm for calculation of joint inclusion probabilities are different for different probabilistic sampling schemes that are not differentiated by the current codes for selectionMethod. Pairwise…
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# Adding several acquisition functions
Currently we have Thompson Sampling and Probability of Improvement as acquisition functions. It would be ideal to include
- [x] Expected Improvement (EI).…
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The AcqFun would be one sample of a gaussian process. Also nice for parallelization.