Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability

11 May 2020

Papers citing "Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability"

15 / 15 papers shown

Title
Exploring Effects of Hyperdimensional Vectors for Tsetlin Machines Vojtech Halenka Ahmed K. Kadhim Paul F. A. Clarke Bimal Bhattarai Rupsa Saha Ole-Christoffer Granmo Lei Jiao Per-Arne Andersen 82 2 0 04 Jun 2024
TMComposites: Plug-and-Play Collaboration Between Specialized Tsetlin Machines Ole-Christoffer Granmo 39 5 0 09 Sep 2023
Generating Bayesian Network Models from Data Using Tsetlin Machines Christopher D. Blakely CML 34 0 0 17 May 2023
Verifying Properties of Tsetlin Machines Emilia Przybysz Bimal Bhattarai Cosimo Persia Ana Ozaki Ole-Christoffer Granmo Jivitesh Sharma 50 2 0 25 Mar 2023
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size Kuruge Darshana Abeyrathna Ahmed Abouzeid Bimal Bhattarai Charul Giri Sondre Glimsdal ... Lei Jiao Rupsa Saha Jivitesh Sharma S. Tunheim Xuan Zhang 72 15 0 19 Jan 2023
On the Equivalence of the Weighted Tsetlin Machine and the Perceptron Jivitesh Sharma Ole-Christoffer Granmo Lei Jiao 56 1 0 27 Dec 2022
A Comparison Between Tsetlin Machines and Deep Neural Networks in the Context of Recommendation Systems Karl Audun Borgersen M. G. Olsen Jivitesh Sharma 40 4 0 20 Dec 2022
Tsetlin Machine for Solving Contextual Bandit Problems Raihan Seraj Jivitesh Sharma Ole-Christoffer Granmo 59 11 0 04 Feb 2022
Coalesced Multi-Output Tsetlin Machines with Clause Sharing Sondre Glimsdal Ole-Christoffer Granmo 77 28 0 17 Aug 2021
Drop Clause: Enhancing Performance, Interpretability and Robustness of the Tsetlin Machine Jivitesh Sharma Rohan Kumar Yadav Ole-Christoffer Granmo Lei Jiao VLM 58 12 0 30 May 2021
A Relational Tsetlin Machine with Applications to Natural Language Understanding Rupsa Saha Ole-Christoffer Granmo Vladimir Zadorozhny Morten Goodwin NAI 69 19 0 22 Feb 2021
On the Convergence of Tsetlin Machines for the XOR Operator Lei Jiao Xuan Zhang Ole-Christoffer Granmo Kuruge Darshana Abeyrathna 74 31 0 07 Jan 2021
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 56 37 0 10 Sep 2020
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data Christopher D. Blakely Ole-Christoffer Granmo 43 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 45 16 0 04 Jul 2020