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06/30/2023
Global Optimality in Bivariate Gradient-based DAG Learning
Recently, a new class of non-convex optimization problems motivated by t...
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05/26/2023
Optimizing NOTEARS Objectives via Topological Swaps
Recently, an intriguing class of non-convex optimization problems has em...
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05/18/2021
High-Dimensional Sparse Single-Index Regression Via Hilbert-Schmidt Independence Criterion
Hilbert-Schmidt Independence Criterion (HSIC) has recently been used in ...
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06/27/2020
Simulation and Optimisation of Air Conditioning Systems using Machine Learning
In building management, usually static thermal setpoints are used to mai...
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02/12/2020
