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researcher

Joseph Early

7 papers hereh-index 585 citations15 works total

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

author position
  • sole author1
  • first author4
  • middle author1
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV1
  • cs.CY1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedNon-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning

4 citations · 9 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Inherently Interpretable Time Series Classification via Multiple Instance Learning

Joseph Early, Gavin KC Cheung, Kurt Cutajar +3

Conventional Time Series Classification (TSC) methods are often black boxes that obscure inherent interpretation of their decision-making processes. In this work, we leverage Multi…

cs.LG2023★ 1 cited

Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations

Gregory Everett, Ryan J. Beal, Tim Matthews +3

Understanding agent behaviour in Multi-Agent Systems (MAS) is an important problem in domains such as autonomous driving, disaster response, and sports analytics. Existing MAS prob…

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