118 citations · 229 across the 23 of their papers we have counts for
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cs.LG2018
An Empirical Comparison of Syllabuses for Curriculum Learning
Mark Collier, Joeran Beel
Syllabuses for curriculum learning have been developed on an ad-hoc, per task basis and little is known about the relative performance of different syllabuses. We identify a number…
cs.LG2018★ 9 cited
Implementing Neural Turing Machines
Mark Collier, Joeran Beel
Neural Turing Machines (NTMs) are an instance of Memory Augmented Neural Networks, a new class of recurrent neural networks which decouple computation from memory by introducing an…
cs.LG2018★ 10 cited
Deep Contextual Multi-armed Bandits
Mark Collier, Hector Urdiales Llorens
Contextual multi-armed bandit problems arise frequently in important industrial applications. Existing solutions model the context either linearly, which enables uncertainty driven…