vix.ing · top · new · best · stats · spec

Granmo, Ole-Christoffer

  1. The Convolutional Tsetlin Machine
    2019/05/23 by Ole-Christoffer Granmo, Ole‐Christoffer Granmo, Granmo, Ole-Christoffer +10 · 1 voice · 7 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Search Problems #cs.AI #cs.LG #stat.ML
  2. The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic
    2018/04/04 by Granmo, Ole-Christoffer · 10 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Coalesced Multi-Output Tsetlin Machines with Clause Sharing
    2021/08/17 by Sondre Glimsdal, Glimsdal, Sondre, Ole‐Christoffer Granmo +1 · 5 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
  4. Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications
    2018/09/12 by Berge, Geir Thore, Granmo, Ole-Christoffer, Tveit, Tor Oddbjørn +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Tsetlin Machine for Solving Contextual Bandit Problems
    2022/02/04 by Raihan Seraj, Seraj, Raihan, Jivitesh Sharma +3 · 4 citations
    Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
  6. On the Convergence of Tsetlin Machines for the XOR Operator
    2021/01/07 by Lei Jiao, Xuan Zhang, Jiao, Lei +5 · 4 citations
    Computer Science · Engineering · Immunology and Microbiology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Optimization and Search Problems #Phagocytosis and Immune Regulation
  7. Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
    2020/09/10 by Abeyrathna, K. Darshana, Bhattarai, Bimal, Goodwin, Morten +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Tsetlin Machine Embedding: Representing Words Using Logical Expressions
    2023/01/02 by Bhattarai, Bimal, Granmo, Ole-Christoffer, Jiao, Lei +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems
    2019/05/10 by Abeyrathna, K. Darshana, Granmo, Ole-Christoffer, Jiao, Lei +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
    2023/01/19 by K. Darshana Abeyrathna, Abeyrathna, K. Darshana, Ahmed Abdulrahem Othman Abouzeid +19 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Search Problems
  11. Deep RTS: A Game Environment for Deep Reinforcement Learning in\n Real-Time Strategy Games
    2018/08/15 by Per‐Arne Andersen, Andersen, Per-Arne, Morten Goodwin +3 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics
  12. Extending the Tsetlin Machine With Integer-Weighted Clauses for\n Increased Interpretability
    2020/05/11 by K. Darshana Abeyrathna, Abeyrathna, K. Darshana, Ole‐Christoffer Granmo +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
  13. A Relational Tsetlin Machine with Applications to Natural Language Understanding
    2021/02/22 by Saha, Rupsa, Granmo, Ole-Christoffer, Zadorozhny, Vladimir I. +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.7 #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
  14. An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites
    2024/06/02 by Ylva Grønningsæter, Grønningsæter, Ylva, Halvor S. Smørvik +3 · 3 citations
    Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  15. Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings
    2025/01/31 by Kadhim, Ahmed K., Jiao, Lei, Shafik, Rishad +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. The Weighted Tsetlin Machine: Compressed Representations with Weighted\n Clauses
    2019/11/28 by Adrian Phoulady, Ole‐Christoffer Granmo, Phoulady, Adrian +5 · 1 citation
    Computer Science · Immunology and Microbiology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #Multimodal Machine Learning Applications #Optimization and Search Problems #Phagocytosis and Immune Regulation
  17. Interpretable Tsetlin Machine-based Premature Ventricular Contraction Identification
    2023/01/20 by Zhang, Jinbao, Zhang, Xuan, Jiao, Lei +3 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  18. Enhancing Interpretable Clauses Semantically using Pretrained Word Representation
    2021/04/14 by Yadav, Rohan Kumar, Jiao, Lei, Granmo, Ole-Christoffer +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)