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Towards Gaussian Process-based Optimization with Finite Time Horizon
3 references·4 citing·21 second hop
Towards Gaussian Process-based Optimization with Finite Time Horizon (2010)Towards Gaussian Process-based Optimizati…Interpolation of Spatial Data: Some Theory for Kriging (2000)Interpolation of Spatial Data…Interpolation of Spatial Data (1999)Interpolation of Spatial DataComputer experiments and global optimization (1997)Computer experiments and glob…A Bayesian optimization approach to find Nash equilibria (2018)A Bayesian optimization appro…Lookahead Bayesian Optimization with Inequality Constraints (2017)Lookahead Bayesian Optimizati…Differentiating the Multipoint Expected Improvement for Optimal Batch Design (2015)Differentiating the Multipoin…Constrained Bayesian Optimization and Applications (2015)Constrained Bayesian Optimiza…An Empirical Evaluation of Thompson Sampling (2011)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Practical Bayesian Optimization of Machine Learning Algorithms (2012)Finite-time Analysis of the Multiarmed Bandit Problem (2002)A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010)STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data. (1993)Model-Based Geostatistics (1998)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Spatial Panel Econometrics (2008)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Entropy search for information-efficient global optimization (2012)Bayesian Optimization with Inequality Constraints (2014)Predictive Entropy Search for Efficient Global Optimization of Black-box Functions (2014)Fractional Brownian Motions, Fractional Noises and Applications (1968)Recovery of Inter-Block Information when Block Sizes are Unequal (1971)Multivariable geostatistics in S: the gstat package (2004)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Convergence properties of the expected improvement algorithm with fixed mean and covariance functions (2010)Non-probabilistic finite element analysis for parametric uncertainty treatment in applied mechanics: Recent advances (2010)A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization (2012)
this work references cited by second hop

References

  • 1999Interpolation of Spatial Data2,362 cited
  • 2000Interpolation of Spatial Data: Some Theory for Kriging1,916 cited
  • 1997Computer experiments and global optimization375 cited

Cited by

  • 2015Differentiating the Multipoint Expected Improvement for Optimal Batch Design39 cited
  • 2015Constrained Bayesian Optimization and Applications33 cited
  • 2017Lookahead Bayesian Optimization with Inequality Constraints29 cited
  • 2018A Bayesian optimization approach to find Nash equilibria29 cited

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