2 papers
cs.LG2026
A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability
Hamed Omidvar, Vahideh Akhlaghi
Agents built on large language models (LLMs) rely on a range of reliability techniques, including retry, majority voting, and self-consistency, that have been developed in parallel…
cs.LG2019
Associative Convolutional Layers
Hamed Omidvar, Vahideh Akhlaghi, Massimo Franceschetti +1
Motivated by the necessity for parameter efficiency in distributed machine learning and AI-enabled edge devices, we provide a general and easy to implement method for significantly…