Joseph Early

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Multiple Instance

American Football

Image Categorization

Spatial Proximity

Top Venues

Publications

Joseph Early, Gavin K. C. Cheung, Kurt Cutajar, Hanting Xie, Jas Kandola, Niall Twomey
Inherently Interpretable Time Series Classification via Multiple Instance Learning. ICLR (2024)
Joseph Early, Gavin K. C. Cheung, Kurt Cutajar, Hanting Xie, Jas Kandola, Niall Twomey
Inherently Interpretable Time Series Classification via Multiple Instance Learning. CoRR (2023)
Gregory Everett, Ryan J. Beal, Tim Matthews, Joseph Early, Timothy J. Norman, Sarvapali D. Ramchurn
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations. CoRR (2023)
Gregory Everett, Ryan J. Beal, Tim Matthews, Joseph Early, Timothy J. Norman, Sarvapali D. Ramchurn
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations. AAMAS (2023)
Joseph Early, Christine Evers, Sarvapali Ramchurn
Model Agnostic Interpretability for Multiple Instance Learning. CoRR (2022)
Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning. NeurIPS (2022)
Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning. CoRR (2022)
Sarah Ahmed, Tayyaba Azim, Joseph Early, Sarvapali D. Ramchurn
Revisiting Deep Fisher Vectors: Using Fisher Information to Improve Object Classification. BMVC (2022)
Joseph Early, Christine Evers, Sarvapali D. Ramchurn
Model Agnostic Interpretability for Multiple Instance Learning. ICLR (2022)
Joseph Early, Ying-Jung Deweese, Christine Evers, Sarvapali D. Ramchurn
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification. CoRR (2022)
Chris Reed, Keri Grieman, Joseph Early
Non-Asimov Explanations Regulating AI through Transparency. CoRR (2021)
Joseph Early
Reducing catastrophic forgetting when evolving neural networks. CoRR (2019)