Jesse Read
11 papers · 2016–2026 · 8 venues · across top CS/AI venues
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(2)
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decision tree
(5)
online learning
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multi-label classification
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model interpretability
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real-time learning
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interpretable machine learning
(1)
sign language translation
(1)
bayesian inference
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computational efficiency
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explainable ai
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reservoir computing
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temporal dependencies
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multi-output learning
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polynomial time
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imitation learning
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Papers
Binary Split Categorical Feature with Mean Absolute Error Criteria in CART
AAAI 2026
Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach
AAAI 2026
Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO*
ICML 2025
Online Learning of Decision Trees with Thompson Sampling
AISTATS 2024
Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk
MLHC 2023
Linear tree shap
NeurIPS 2022
River: machine learning for streaming data in Python
JMLR 2021
Better Sign Language Translation with STMC-Transformer
COLING 2020
Scikit-Multiflow: A Multi-output Streaming Framework
JMLR 2018
Echo State Hoeffding Tree Learning
ACML 2016
MEKA: A Multi-label/Multi-target Extension to WEKA
JMLR 2016