2 papers
cs.LG2024
Adiabatic Quantum Support Vector Machines
Prasanna Date, Dong Jun Woun, Kathleen Hamilton +7
Adiabatic quantum computers can solve difficult optimization problems (e.g., the quadratic unconstrained binary optimization problem), and they seem well suited to train machine le…
stat.ML2023
Topological Interpretability for Deep-Learning
Adam Spannaus, Heidi A. Hanson, Lynne Penberthy +1
With the growing adoption of AI-based systems across everyday life, the need to understand their decision-making mechanisms is correspondingly increasing. The level at which we can…