The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to
Optimal Pattern Recognition with Propositional Logic

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The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic

4 April 2018

Ole-Christoffer Granmo

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Papers citing "The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic"

11 / 61 papers shown

Title
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data Christopher D. Blakely Ole-Christoffer Granmo 46 16 0 27 Jul 2020
A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Rishad Shafik Alex Yakovlev A. Wheeldon Jie Lei Morten Goodwin AI4CE 53 16 0 04 Jul 2020
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Morten Goodwin 64 39 0 11 May 2020
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing S. Gorji Ole-Christoffer Granmo Sondre Glimsdal J. Edwards M. G. Olsen AI4CE 47 15 0 07 Apr 2020
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation Kuruge Darshana Abeyrathna Ole-Christoffer Granmo M. G. Olsen 34 5 0 04 Feb 2020
The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses Adrian Phoulady Ole-Christoffer Granmo S. Gorji H. A. Phoulady 47 6 0 28 Nov 2019
A Tsetlin Machine with Multigranular Clauses S. Gorji Ole-Christoffer Granmo Adrian Phoulady M. G. Olsen 44 22 0 16 Sep 2019
The Convolutional Tsetlin Machine Ole-Christoffer Granmo Sondre Glimsdal Lei Jiao M. G. Olsen C. Omlin G. T. Berge 89 82 0 23 May 2019
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Lei Jiao M. G. Olsen 57 16 0 10 May 2019
A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Xuan Zhang M. G. Olsen 51 29 0 10 May 2019
Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications G. T. Berge Ole-Christoffer Granmo Tor Tveit Morten Goodwin Lei Jiao B. Matheussen VLM 51 75 0 12 Sep 2018