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01/19/2023
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
Tsetlin machine (TM) is a logic-based machine learning approach with the...
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08/17/2021
Coalesced Multi-Output Tsetlin Machines with Clause Sharing
Using finite-state machines to learn patterns, Tsetlin machines (TMs) ha...
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04/07/2020
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing
The Tsetlin Machine (TM) is a machine learning algorithm founded on the ...
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05/23/2019
The Convolutional Tsetlin Machine
Deep neural networks have obtained astounding successes for important pa...
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08/05/2017
Thompson Sampling Guided Stochastic Searching on the Line for Deceptive Environments with Applications to Root-Finding Problems
The multi-armed bandit problem forms the foundation for solving a wide r...
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07/11/2017