Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size

19 January 2023

Kuruge Darshana Abeyrathna

Ole-Christoffer Granmo

Papers citing "Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size"

20 / 20 papers shown

Title
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings Ahmed K. Kadhim Lei Jiao Rishad Shafik Ole-Christoffer Granmo DeLMO 156 1 0 31 Jan 2025
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 47 13 0 02 Jan 2023
A Comparison Between Tsetlin Machines and Deep Neural Networks in the Context of Recommendation Systems Karl Audun Borgersen M. G. Olsen Jivitesh Sharma 33 4 0 20 Dec 2022
Logic-based AI for Interpretable Board Game Winner Prediction with Tsetlin Machine Charul Giri Ole-Christoffer Granmo H. V. Hoof Christian D. Blakely 35 3 0 08 Mar 2022
Tsetlin Machine for Solving Contextual Bandit Problems Raihan Seraj Jivitesh Sharma Ole-Christoffer Granmo 52 11 0 04 Feb 2022
On the Convergence of Tsetlin Machines for the AND and the OR Operators Lei Jiao Xuan Zhang Ole-Christoffer Granmo 46 8 0 17 Sep 2021
Coalesced Multi-Output Tsetlin Machines with Clause Sharing Sondre Glimsdal Ole-Christoffer Granmo 64 28 0 17 Aug 2021
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 45 37 0 19 May 2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 71 20 0 10 May 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation Rohan Kumar Yadav Lei Jiao Ole-Christoffer Granmo Morten Goodwin NAI 48 16 0 14 Apr 2021
A Relational Tsetlin Machine with Applications to Natural Language Understanding Rupsa Saha Ole-Christoffer Granmo Vladimir Zadorozhny Morten Goodwin NAI 67 19 0 22 Feb 2021
Low-Power Audio Keyword Spotting using Tsetlin Machines Jie Lei Tousif Rahman Rishad Shafik A. Wheeldon Alex Yakovlev Ole-Christoffer Granmo F. Kawsar Akhil Mathur 49 40 0 27 Jan 2021
On the Convergence of Tsetlin Machines for the XOR Operator Lei Jiao Xuan Zhang Ole-Christoffer Granmo Kuruge Darshana Abeyrathna 55 31 0 07 Jan 2021
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 59 32 0 17 Nov 2020
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling Kuruge Darshana Abeyrathna Bimal Bhattarai Morten Goodwin S. Gorji Ole-Christoffer Granmo Lei Jiao Rupsa Saha Rohan Kumar Yadav LRM 37 37 0 10 Sep 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 40 16 0 04 Jul 2020
Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability Kuruge Darshana Abeyrathna Ole-Christoffer Granmo Morten Goodwin 46 39 0 11 May 2020
The Convolutional Tsetlin Machine Ole-Christoffer Granmo Sondre Glimsdal Lei Jiao M. G. Olsen C. Omlin G. T. Berge 37 81 0 23 May 2019
Learning Logistic Circuits Yitao Liang Guy Van den Broeck TPM 58 49 0 27 Feb 2019
The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic Ole-Christoffer Granmo 41 150 0 04 Apr 2018