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2020 – today
- 2024
[c5]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- 2023
- [c4]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: 1643-1651 - [i7]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 abs/2302.06569 (2023) - [i6]Joseph Early, Gavin K. C. Cheung, Kurt Cutajar, Hanting Xie, Jas Kandola, Niall Twomey:
Inherently Interpretable Time Series Classification via Multiple Instance Learning. CoRR abs/2311.10049 (2023) - 2022
- [c3]Sarah Ahmed, Tayyaba Azim, Joseph Early, Sarvapali D. Ramchurn:
Revisiting Deep Fisher Vectors: Using Fisher Information to Improve Object Classification. BMVC 2022: 900 - [c2]Joseph Early, Christine Evers, Sarvapali D. Ramchurn:
Model Agnostic Interpretability for Multiple Instance Learning. ICLR 2022 - [c1]Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn:
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning. NeurIPS 2022 - [i5]Joseph Early, Christine Evers, Sarvapali D. Ramchurn:
Model Agnostic Interpretability for Multiple Instance Learning. CoRR abs/2201.11701 (2022) - [i4]Joseph Early, Tom Bewley, Christine Evers, Sarvapali D. Ramchurn:
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning. CoRR abs/2205.15367 (2022) - [i3]Joseph Early, Ying-Jung Deweese, Christine Evers, Sarvapali D. Ramchurn:
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification. CoRR abs/2211.08247 (2022) - 2021
- [i2]Chris Reed, Keri Grieman, Joseph Early:
Non-Asimov Explanations Regulating AI through Transparency. CoRR abs/2111.13041 (2021)
2010 – 2019
- 2019
- [i1]Joseph Early:
Reducing catastrophic forgetting when evolving neural networks. CoRR abs/1904.03178 (2019)
Coauthor Index
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