Search Results for author: Jiaqi Hu

Found 4 papers, 1 papers with code

Unleashing the Expressive Power of Pulse-Based Quantum Neural Networks

no code implementations5 Feb 2024 Han-Xiao Tao, Jiaqi Hu, Re-Bing Wu

Quantum machine learning (QML) based on Noisy Intermediate-Scale Quantum (NISQ) devices requires the optimal utilization of limited quantum resources.

Quantum Machine Learning

PAGE: Equilibrate Personalization and Generalization in Federated Learning

no code implementations13 Oct 2023 Qian Chen, Zilong Wang, Jiaqi Hu, Haonan Yan, Jianying Zhou, Xiaodong Lin

Federated learning (FL) is becoming a major driving force behind machine learning as a service, where customers (clients) collaboratively benefit from shared local updates under the orchestration of the service provider (server).

Federated Learning

Robust equilibrium strategies in a defined benefit pension plan game

no code implementations16 Mar 2021 Guohui Guan, Jiaqi Hu, Zongxia Liang

{The union's objective is to maximize the expected discounted utility of the additional benefits, the firm's two different objectives are to maximizing the expected discounted utility of the fund surplus and the probability of the fund surplus reaching an upper level before hitting a lower level in the worst case scenario.}

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