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Larkin Liu

5 papers hereh-index 331 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.GT1
  • math.OC1
same name
  • Larkin Liu — 2 papers, h 1
  • Larkin Liu — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedMulti-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes

8 citations · 13 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 4 cited

Improving the Performance of the LSTM and HMM Model via Hybridization

Larkin Liu, Yu-Chung Lin, Joshua Reid

Language models based on deep neural networks and traditional stochastic modelling have become both highly functional and effective in recent times. In this work, a general survey…

cs.LG2019★ 8 cited

Multi-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes

Larkin Liu, Richard Downe, Joshua Reid

A survey is performed of various Multi-Armed Bandit (MAB) strategies in order to examine their performance in circumstances exhibiting non-stationary stochastic reward functions in…

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