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K. Darshana Abeyrathna

Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size

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Jan 19, 2023
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On the Convergence of Tsetlin Machines for the XOR Operator

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Jan 07, 2021
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Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling

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Sep 13, 2020
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A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning

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Jul 04, 2020
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Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability

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May 11, 2020
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A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation

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Feb 04, 2020
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The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems

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May 10, 2019
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A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks

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May 10, 2019
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