Search Results for author: Mina Konaković Luković

Found 2 papers, 1 papers with code

Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints

no code implementations • 12 Feb 2024 • Yunsheng Tian, Ane Zuniga, Xinwei Zhang, Johannes P. Dürholt, Payel Das, Jie Chen, Wojciech Matusik, Mina Konaković Luković

In this paper, we observe that in such scenarios optimal solution typically lies on the boundary between feasible and infeasible regions of the design space, making it considerably more difficult than that with interior optima.

Bayesian Optimization Gaussian Processes

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AutoOED: Automated Optimal Experiment Design Platform

1 code implementation • 13 Apr 2021 • Yunsheng Tian, Mina Konaković Luković, Timothy Erps, Michael Foshey, Wojciech Matusik

We present AutoOED, an Optimal Experiment Design platform powered with automated machine learning to accelerate the discovery of optimal solutions.

Bayesian Optimization BIG-bench Machine Learning

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