Lei Jiao
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core Methods
(6)
Core AI
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
tsetlin machine
(7)
propositional logic
(3)
text classification
(3)
natural language processing
(2)
interpretable machine learning
(2)
logic-based learning
(2)
neural network optimization
(1)
majority vote
(1)
parallel computing
(1)
pattern recognition
(1)
asynchronous computation
(1)
concept learning
(1)
parallel learning
(1)
spurious correlation
(1)
interpretable model
(1)
interpretable learning
(1)
asynchronous learning
(1)
propositional formula
(1)
clause size constraint
(1)
hardware-friendly learning
(1)
Papers
Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning
AAAI 2025
Tsetlin Machine Embedding: Representing Words Using Logical Expressions
EACL 2024
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
IJCAI 2023
Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine
AAAI 2023
Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation
IJCAI 2022
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation
EMNLP 2021
Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis
AAAI 2021
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
ICML 2021