Search Results for author: Ruijie Du

Found 4 papers, 1 papers with code

FairViT: Fair Vision Transformer via Adaptive Masking

1 code implementation20 Jul 2024 Bowei Tian, Ruijie Du, Yanning Shen

Vision Transformer (ViT) has achieved excellent performance and demonstrated its promising potential in various computer vision tasks.

Computational Efficiency Fairness

Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach

no code implementations4 Jan 2024 Ruijie Du, Deepan Muthirayan, Pramod P. Khargonekar, Yanning Shen

However, the widespread integration of machine learning also makes it necessary to ensure machine learning-driven decision-making systems do not violate ethical principles and values of society in which they operate.

Decision Making Fairness

Change Point Detection Approach for Online Control of Unknown Time Varying Dynamical Systems

no code implementations21 Oct 2022 Deepan Muthirayan, Ruijie Du, Yanning Shen, Pramod P. Khargonekar

We propose a novel change point detection approach for online learning control with full information feedback (state, disturbance, and cost feedback) for unknown time-varying dynamical systems.

Change Point Detection

CAFE: Catastrophic Data Leakage in Federated Learning

no code implementations1 Jan 2021 Xiao Jin, Ruijie Du, Pin-Yu Chen, Tianyi Chen

In this paper, we revisit this defense premise and propose an advanced data leakage attack to efficiently recover batch data from the shared aggregated gradients.

Federated Learning

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