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Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization



Ahmed Abouzeid , Ole-Christoffer Granmo , Christian Webersik , Morten Goodwin

* These 14-pages paper is a version with appendices so that I can cite appendices in the original version of the paper which was accepted and submitted to AAAI22 

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Improving the Diversity of Bootstrapped DQN via Noisy Priors



Li Meng , Morten Goodwin , Anis Yazidi , Paal Engelstad


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Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook



Morten Goodwin , Kim Tallaksen Halvorsen , Lei Jiao , Kristian Muri Knausgård , Angela Helen Martin , Marta Moyano , Rebekah A. Oomen , Jeppe Have Rasmussen , Tonje Knutsen Sørdalen , Susanna Huneide Thorbjørnsen

* 44 pages, 4 figures 

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Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI



Alvaro Fernandez-Quilez , Trygve Eftestøl , Morten Goodwin , Svein Reidar Kjosavik , Ketil Oppedal

* 13 pages. Article under review 

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Expert Q-learning: Deep Q-learning With State Values From Expert Examples



Li Meng , Anis Yazidi , Morten Goodwin , Paal Engelstad

* fix typos, add discriptions 

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Distributed Word Representation in Tsetlin Machine



Rohan Kumar Yadav , Lei Jiao , Ole-Christoffer Granmo , Morten Goodwin

* 9 pages, 13 figures, and 4 tables 

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Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data



Alvaro Fernandez-Quilez , Steinar Valle Larsen , Morten Goodwin , Thor Ole Gulsurd , Svein Reidar Kjosavik , Ketil Oppedal

* 5 pages. Accepted as a full paper at the International Symposium on Biomedical Imaging (ISBI) 2021 

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A Relational Tsetlin Machine with Applications to Natural Language Understanding



Rupsa Saha , Ole-Christoffer Granmo , Vladimir I. Zadorozhny , Morten Goodwin

* 14 pages, 3 figures, 7 tables, relational approach to TM in NLP 

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Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling



K. Darshana Abeyrathna , Bimal Bhattarai , Morten Goodwin , Saeed Gorji , Ole-Christoffer Granmo , Lei Jiao , Rupsa Saha , Rohan K. Yadav

* 8 pages, 13 figures 

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On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators



Xuan Zhang , Lei Jiao , Ole-Christoffer Granmo , Morten Goodwin

* 23 pages, 10 figures 

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