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10/09/2019
Derivative-Free Order-Robust Optimisation
In this paper, we formalise order-robust optimisation as an instance of ...
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09/03/2019
MANAS: Multi-Agent Neural Architecture Search
The Neural Architecture Search (NAS) problem is typically formulated as ...
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10/01/2018
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption
We study the problem of optimizing a function under a budgeted number of...
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10/19/2016
Hit-and-Run for Sampling and Planning in Non-Convex Spaces
We propose the Hit-and-Run algorithm for planning and sampling problems ...
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05/14/2012