158 citations · 513 across the 30 of their papers we have counts for
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cs.AI2019
Conditional Markov Chain Search for the Generalised Travelling Salesman Problem for Warehouse Order Picking
Olegs Nalivajevs, Daniel Karapetyan
The Generalised Travelling Salesman Problem (GTSP) is a well-known problem that, among other applications, arises in warehouse order picking, where each stock is distributed betwee…
cs.LG2019
Hyperparameter Optimisation with Early Termination of Poor Performers
Dobromir Marinov, Daniel Karapetyan
It is typical for a machine learning system to have numerous hyperparameters that affect its learning rate and prediction quality. Finding a good combination of the hyperparameters…