1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration
Masood S. Mortazavi, Tiancheng Qin, Ning Yan
Given an environment (e.g., a simulator) for evaluating samples in a specified design space and a set of weighted evaluation metrics -- one can use Theta-Resonance, a single-step M…
cs.LG2020★ 1 cited
Communication-efficient Decentralized Local SGD over Undirected Networks
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
We consider the distributed learning problem where a network of agents seeks to minimize a global function . Agents have access to through noisy gradients, and they can…
cs.DS2020
Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching
Tiancheng Qin, S. Rasoul Etesami
We consider a generalization of the standard cache problem called file-bundle caching, where different queries (tasks), each containing files, sequentially arrive. An onli…