3 papers
cs.LG2026
Neural Ideals and Neural Codes: An Algebraic Framework for Neural Network Classification and Feature Interpretation
Venkata Subbaiah Yerrapati, Rahul Dixit, Ajay Kumar Shukla
Understanding the features captured by the hidden layers of neural networks is a fundamental challenge in machine learning, despite their widespread success across various classifi…
math.RT2026
Complex Representations of Groups and Involutions of its Automorphisms
Venkata Subbaiah Yerrapati, Rahul Dixit, Ajay Kumar Shukla
In this work, we establish a relationship between the sum of irreducible character degrees and the number of twisted involutions associated with the automorphisms of a finite group…
math.GR2026
Twisted Frobenius-Schur Indicators and Character Degree Sums in Dihedral Groups
Venkata Subbaiah Yerrapati, Rahul Dixit, Ajay Kumar Shukla
Let be a finite group and be the sum of the degrees of its irreducible complex representations. We investigate the relationship between and the number of twisted…