Journal article icon

Journal article

Improvements to the sequence memoizer

Abstract:

The sequence memoizer is a model for sequence data with state-of-the-art performance on language modeling and compression. We propose a number of improvements to the model and inference algorithm, including an enlarged range of hyperparameters, a memory-efficient representation, and inference algorithms operating on the new representation. Our derivations are based on precise definitions of the various processes that will also allow us to provide an elementary proof of the "mysterious" coagul...

Expand abstract

Actions


Authors


Language:
English
Pubs id:
pubs:353226
UUID:
uuid:27294309-dd9e-4216-b49d-d809518b7617
Local pid:
pubs:353226
Deposit date:
2013-11-16

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP