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Driving school for self-driving labs
4 references·0 citing·20 second hop
Driving school for self-driving labs (2023)Driving school for self-driving labsScalable Global Optimization via Local Bayesian Optimization (2019)Scalable Global Optimization …Efficient sampling algorithm for large-scale optimization under uncertainty problems (2018)Efficient sampling algorithm …A Tutorial on Bayesian Optimization (2018)A Tutorial on Bayesian Optimi…Functional genomic hypothesis generation and experimentation by a robot scientist (2004)Functional genomic hypothesis…The Logic of Scientific Discovery. (1959)Scientific Discovery (1987)The Automation of Science (2009)Logic of Scientific Discovery, The (2010)SOCIAL KNOWING: THE SOCIAL SENSE OF ‘SCIENTIFIC KNOWLEDGE’ (2010)Artificial Intelligence in Society (2019)Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Monte Carlo Methods in Financial Engineering (2003)A scenario optimization approach to reliability-based design (2019)A scenario optimization approach to reliability-based and risk-based design: Soft-constrained modulation of failure probability bounds (2021)Optimal sampling-based neural networks for uncertainty quantification and stochastic optimization (2023)A Stochastic Approximation Method (1951)Practical Bayesian Optimization of Machine Learning Algorithms (2012)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Bayesian Optimization for Adaptive Experimental Design: A Review (2020)High-dimensional Bayesian optimization using low-dimensional feature spaces (2020)Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 (2021)Bayesian Optimization in High-Dimensional Spaces: A Brief Survey (2021)HEBO: An Empirical Study of Assumptions in Bayesian Optimisation (2022)
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References

  • 2018A Tutorial on Bayesian Optimization1,422 cited
  • 2004Functional genomic hypothesis generation and experimentation by a robot scientist662 cited
  • 2019Scalable Global Optimization via Local Bayesian Optimization271 cited
  • 2018Efficient sampling algorithm for large-scale optimization under uncertainty problems66 cited

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