K. Darshana Abeyrathna

Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size

Tsetlin Machine (TM) is a logic-based machine learning approach with the crucial advantages of being transparent and hardware-friendly. While TMs match or surpass deep learning accuracy for an increasing number of applications, large clause pools tend to produce clauses with many literals (long clau…