Coalesced Multi-Output Tsetlin Machines with Clause Sharing

17 August 2021

Papers citing "Coalesced Multi-Output Tsetlin Machines with Clause Sharing"

26 / 26 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 146 0 0 31 Jan 2025
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 41 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 66 20 0 10 May 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 52 31 0 07 Jan 2021
Low-Latency Asynchronous Logic Design for Inference at the Edge A. Wheeldon Alex Yakovlev Rishad Shafik Jordan Morris 31 13 0 07 Dec 2020
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 57 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
StructureBoost: Efficient Gradient Boosting for Structured Categorical Variables B. Lucena 23 4 0 08 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 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
Neural Additive Models: Interpretable Machine Learning with Neural Nets Rishabh Agarwal Levi Melnick Nicholas Frosst Xuezhou Zhang Ben Lengerich R. Caruana Geoffrey E. Hinton 79 417 0 29 Apr 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 16 15 0 07 Apr 2020
InterpretML: A Unified Framework for Machine Learning Interpretability Harsha Nori Samuel Jenkins Paul Koch R. Caruana AI4CE 147 487 0 19 Sep 2019
A Tsetlin Machine with Multigranular Clauses S. Gorji Ole-Christoffer Granmo Adrian Phoulady M. G. Olsen 28 22 0 16 Sep 2019
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
Accelerating Deterministic and Stochastic Binarized Neural Networks on FPGAs Using OpenCL Corey Lammie Wei Xiang M. R. Azghadi BDL 13 9 0 15 May 2019
Learning Logistic Circuits Yitao Liang Guy Van den Broeck TPM 46 49 0 27 Feb 2019
Deep Learning for Classical Japanese Literature Tarin Clanuwat Mikel Bober-Irizar A. Kitamoto Alex Lamb Kazuaki Yamamoto David R Ha 100 709 0 03 Dec 2018
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 49 75 0 12 Sep 2018
The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic Ole-Christoffer Granmo 38 150 0 04 Apr 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 280 8,878 0 25 Aug 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,864 0 22 May 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 787 38,735 0 09 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 206 2,985 0 02 Nov 2015