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Epic: Intelligent Loss Function Generation for Program Optimization
Summary: Develop a compiler that utilizes a program's AST, data flow diagrams, profile data, and runtime execution to generate and …
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It would be great if the results could be statsticially evaluated after all experiments are done. At least the Friedman and Wilcox tests?
I think it should be made possible that results of other a…
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- [x] Add scan frame
- [x] Add optimization algorithms
- [x] Setup checkpoint for scan optimization
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from pymoo.algorithms.hyperparameters import SingleObjectiveSingleRun, HyperparameterProblem
from pymoo.algorithms.soo.nonconvex.g3pcx import G3PCX
from pymoo.algorithms.soo.nonconvex.optuna import …
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Suppose I am running a global optimizer, e.g. `NLOPT_G_MLSL`. I know I can set an algorithm with which it polishes any local minima it finds by `nlopt_opt_set_local_optimizer`. However, in the end, it…
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Thanks much for your paper. I'm very interested and have some questions regarding to the paper.
Could you please explain why, after generating the reference portrait image, why not use existing sin…
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Differential evolution would be an addition to the evolutionary algorithms implemented in argmin-rs. The only other I've seen so far is Particle Swarm Optimization. It's good that this algorithm imple…
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# Reference
- [ ] [paper - 2007 - An overview of bilevel optimization](http://www.iro.umontreal.ca/~marcotte/ARTIPS/AOR2007.pdf)
- [ ] [paper - 2020 - Meta-Learning in Neural Networks: A Survey - 2.…
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Hello! I hope you're doing well. I'm interested in Multi-ion radiotherapy (MIRT) and would like to know if it's possible to use Matrad for creating MIRT plans. Is there a way to implement this?
rega…
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# Title
Tutorial on Efficient Hyperparameter Optimization for Machine Learning
# Responsible person(s)
Marcel Aach ([m.aach@fz-juelich.de](mailto:m.aach@fz-juelich.de)), JSC and University of Icela…