Search Results for author: Chang Deng

Found 3 papers, 2 papers with code

Optimizing NOTEARS Objectives via Topological Swaps

1 code implementation26 May 2023 Chang Deng, Kevin Bello, Bryon Aragam, Pradeep Ravikumar

In this work, we delve into the optimization challenges associated with this class of non-convex programs.

Simulation and Optimisation of Air Conditioning Systems using Machine Learning

no code implementations27 Jun 2020 Rakshitha Godahewa, Chang Deng, Arnaud Prouzeau, Christoph Bergmeir

In building management, usually static thermal setpoints are used to maintain the inside temperature of a building at a comfortable level irrespective of its occupancy.

BIG-bench Machine Learning Management

Deep Multi-Task Augmented Feature Learning via Hierarchical Graph Neural Network

1 code implementation12 Feb 2020 Pengxin Guo, Chang Deng, Linjie Xu, Xiaonan Huang, Yu Zhang

The proposed feature augmentation strategy can be used in many deep multi-task learning models.

Multi-Task Learning

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