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Oleksandr Kholodniak, Oleksandr Prokhorov

Public reference bibliography and cataloged PDF materials authored or published by Oleksandr Kholodniak, Oleksandr Prokhorov.

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Gate Initialisation versus Recurrent Dropout and Zoneout in Learning Long Dependencies: A Controlled Study of LSTM and GRU Networks on Synthetic Tasks

Year: 2026 • Source: arxiv.org • Listed PDF

Dropout and zoneout are routinely added to long short-term memory (LSTM) and gated recurrent unit (GRU) networks, but, to our knowledge, their placements have not been crossed with gate initialisation in a factorial desi...