Ole‐Christoffer Granmo

1. The Convolutional Tsetlin Machine
   2019/05/23 by Ole-Christoffer Granmo, Ole‐Christoffer Granmo, Granmo, Ole-Christoffer +10 · 1 voice · 9 citations
   Computer Science · Mathematics · #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 Ole‐Christoffer Granmo, Granmo, Ole-Christoffer · 14 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
3. Coalesced Multi-Output Tsetlin Machines with Clause Sharing
   2021/08/17 by Sondre Glimsdal, Glimsdal, Sondre, Ole‐Christoffer Granmo +1 · 6 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. Tsetlin Machine for Solving Contextual Bandit Problems
   2022/02/04 by Raihan Seraj, Seraj, Raihan, Jivitesh Sharma +3 · 5 citations
   Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
5. On the Convergence of Tsetlin Machines for the XOR Operator
   2021/01/07 by Lei Jiao, Xuan Zhang, Jiao, Lei +5 · 5 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
6. Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
   2020/09/10 by K. Darshana Abeyrathna, Bimal Bhattarai, Abeyrathna, K. Darshana +13 · 3 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
7. Tsetlin Machine Embedding: Representing Words Using Logical Expressions
   2023/01/02 by Bimal Bhattarai, Bhattarai, Bimal, Ole‐Christoffer Granmo +7 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
8. Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
   2023/01/19 by K. Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Abeyrathna, K. Darshana +19 · 3 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
9. The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output\n Problems
   2019/05/10 by K. Darshana Abeyrathna, Ole‐Christoffer Granmo, Abeyrathna, K. Darshana +5 · 2 citations
   Computer Science · Immunology and Microbiology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Optimization and Search Problems #Phagocytosis and Immune Regulation
10. 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
11. An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites
    2024/06/02 by Ylva Grønningsæter, Grønningsæter, Ylva, Halvor S. Smørvik +3 · 4 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
12. Extending the Tsetlin Machine With Integer-Weighted Clauses for\n Increased Interpretability
    2020/05/11 by K. Darshana Abeyrathna, Ole‐Christoffer Granmo, Abeyrathna, K. Darshana +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
13. Enhancing Interpretable Clauses Semantically using Pretrained Word\n Representation
    2021/04/14 by Rohan Kumar Yadav, Lei Jiao, Yadav, Rohan Kumar +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
14. 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