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tsetlin machine

9 papers

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Also known as

TM

Co-occurring keywords · papers mentioning both

propositional logic (4) text classification (3) logic-based learning (2) interpretable learning (2) pattern recognition (2) interpretable machine learning (2) natural language processing (2) clause size constraint (1) hardware-friendly learning (1) word representation (1)

Papers

FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine ICLR 2025 Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning AAAI 2025 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 Tsetlin Machine for Solving Contextual Bandit Problems NeurIPS 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