Alexander Terenin
PulseAugur coverage of Alexander Terenin — every cluster mentioning Alexander Terenin across labs, papers, and developer communities, ranked by signal.
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New Gittins Index Method Enhances Cost-Aware Bayesian Optimization
Researchers have developed a novel approach to cost-aware Bayesian optimization by drawing a connection to the Pandora's Box problem from economics. This new method utilizes the Gittins index, typically used for decisio…
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Matérn Gaussian Processes extended for graph-based machine learning
Researchers have developed a new class of Gaussian processes specifically designed for undirected graphs, extending a versatile framework for learning unknown functions. These Matérn Gaussian processes on graphs inherit…
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Bayesian approach optimizes 3D reconstruction by selecting views for specific tasks
Researchers have developed a new framework for active next-best-view selection in 3D reconstruction, utilizing Bayesian decision theory. This approach places a prior distribution over implicit surfaces and uses stochast…