Jesse Read
11 papers · 2016–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Academic Marathon (9) π Conference Polyglot (7) π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
π
Keyword Champion
π₯
Unstoppable
(6)
π
Century Club
(11)
β
The Questioner
Conferences
JMLR (3)
AAAI (2)
ACML (1)
AISTATS (1)
COLING (1)
ICML (1)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
decision tree
(4)
online learning
(2)
stream learning
(2)
multi-label classification
(2)
monte carlo simulation
(1)
reservoir computing
(1)
interpretable machine learning
(1)
sign language translation
(1)
bayesian inference
(1)
model interpretability
(1)
explainable ai
(1)
real-time learning
(1)
monte carlo tree search
(1)
temporal dependencies
(1)
thompson sampling
(1)
incremental learning
(1)
multi-output learning
(1)
polynomial time
(1)
tree ensemble
(1)
imitation learning
(1)
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
NIPS 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
MEKA: A Multi-label/Multi-target Extension to WEKA
JMLR 2016
Echo State Hoeffding Tree Learning
ACML 2016