2 papers
cs.CR2026
\texttt{Range-Arithmetic}: Verifiable Deep Learning Inference on an Untrusted Party
Ali Rahimi, Babak H. Khalaj, Mohammad Ali Maddah-Ali
Verifiable computing (VC) has gained prominence in decentralized machine learning systems, where resource-intensive tasks like deep neural network (DNN) inference are offloaded to…
cs.LG2026
The Hessian of tall-skinny networks is easy to invert
Ali Rahimi
We describe an exact algorithm to solve linear systems of the form where is the Hessian of a deep net. The method computes Hessian-inverse-vector products without storin…