Search Results for author: Christian W. Omlin

Found 8 papers, 1 papers with code

Symbolic Explanation of Affinity-Based Reinforcement Learning Agents with Markov Models

no code implementations26 Aug 2022 Charl Maree, Christian W. Omlin

We have developed a policy regularization method that asserts the global intrinsic affinities of learned strategies.

Management reinforcement-learning +1

Towards Responsible AI for Financial Transactions

no code implementations6 Jun 2022 Charl Maree, Jan Erik Modal, Christian W. Omlin

The application of AI in finance is increasingly dependent on the principles of responsible AI.

Clustering Fairness +2

Balancing Profit, Risk, and Sustainability for Portfolio Management

no code implementations6 Jun 2022 Charl Maree, Christian W. Omlin

Stock portfolio optimization is the process of continuous reallocation of funds to a selection of stocks.

Management Portfolio Optimization +3

Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation

no code implementations24 Sep 2021 Charl Maree, Christian W. Omlin

In this study, we address this issue by extracting a symbolic explanation for our model and providing an interpretation of our temporal features.

regression Representation Learning +1

The Convolutional Tsetlin Machine

8 code implementations arXiv 2019 Ole-Christoffer Granmo, Sondre Glimsdal, Lei Jiao, Morten Goodwin, Christian W. Omlin, Geir Thore Berge

Whereas the TM categorizes an image by employing each clause once to the whole image, the CTM uses each clause as a convolution filter.

Image Classification

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