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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,878 papers · 148 categories

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1 result for “Delayed-RNN”
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Networkcs.LG

Delayed-RNN approximates stacked and bidirectional RNNs.

problem Improving RNN expressiveness and representational capacity.
method Weight-constrained delayed-RNN, equivalent to stacked-RNNs, with partial acausality.
result Delayed-RNN can approximate stacked and bidirectional RNNs, outperforming them in some tasks.
Delayed-RNNRNNStacked-RNNBidirectional-RNNExpressiveness
2019-08-30abs ↗pdf ↗