David Leake
4 papers · 2017–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
case-based reasoning
(2)
representation learning
(1)
ensemble learning
(1)
hierarchical learning
(1)
nearest neighbor
(1)
temporal abstraction
(1)
k-nearest neighbor
(1)
ensemble method
(1)
energy-based model
(1)
feature extractor
(1)
predictive model
(1)
similarity measure
(1)
adaptation rule
(1)
categorical feature
(1)
case library
(1)
instance-based learning
(1)
expectation violation
(1)
case base compression
(1)
competence analysis
(1)
inference time reduction
(1)
Papers
EnergyCompress: A General Case Base Learning Strategy
IJCAI 2025
Run Like a Neural Network, Explain Like k-Nearest Neighbor
IJCAI 2025
Unsupervised Hierarchical Temporal Abstraction by Simultaneously Learning Expectations and Representations
IJCAI 2019
Learning and Applying Case Adaptation Rules for Classification: An Ensemble Approach
IJCAI 2017