2 papers
cs.LG2025
Towards a Measure of Algorithm Similarity
Shairoz Sohail, Taher Ali
Given two algorithms for the same problem, can we determine whether they are meaningfully different? In full generality, the question is uncomputable, and empirically it is muddied…
cs.LG2024
On Training of Kolmogorov-Arnold Networks
Shairoz Sohail
Kolmogorov-Arnold Networks have recently been introduced as a flexible alternative to multi-layer Perceptron architectures. In this paper, we examine the training dynamics of diffe…