15 citations · 23 across the 2 of their papers we have counts for
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cs.LG2019★ 8 cited
Flexible Multi-task Networks by Learning Parameter Allocation
Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo +3
This paper proposes a novel learning method for multi-task applications. Multi-task neural networks can learn to transfer knowledge across different tasks by using parameter sharin…
cs.LG2018★ 15 cited
Evolutionary-Neural Hybrid Agents for Architecture Search
Krzysztof Maziarz, Mingxing Tan, Andrey Khorlin +2
Neural Architecture Search has shown potential to automate the design of neural networks. Deep Reinforcement Learning based agents can learn complex architectural patterns, as well…