11 citations · 11 across the 5 of their papers we have counts for
5 papers
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…
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…
Improved Intolerance Intervals and Size Bounds for a Schelling-Type Spin System
Hamed Omidvar, Massimo Franceschetti
We consider a Schelling model of self-organized segregation in an open system that is equivalent to a zero-temperature Ising model with Glauber dynamics, or an Asynchronous Cellula…
Evolution and Limiting Configuration of a Long-Range Schelling-Type Spin System
Hamed Omidvar, Massimo Franceschetti
We consider a long-range interacting particle system in which binary particles -- whose initial states are chosen uniformly at random -- are located at the nodes of a flat torus $(…
Self-organized Segregation on the Grid
Hamed Omidvar, Massimo Franceschetti
We consider an agent-based model in which two types of agents interact locally over a graph and have a common intolerance threshold for changing their types with exponentially…