Search Results for author: Arash Hajisafi

Found 3 papers, 1 papers with code

Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data

1 code implementation8 May 2024 Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi

This paper introduces NeuroGNN, a dynamic Graph Neural Network (GNN) framework that captures the dynamic interplay between the EEG electrode locations and the semantics of their corresponding brain regions.

EEG Graph Classification +3

Holistic Survey of Privacy and Fairness in Machine Learning

no code implementations28 Jul 2023 Sina Shaham, Arash Hajisafi, Minh K Quan, Dinh C Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana

Privacy and fairness are two crucial pillars of responsible Artificial Intelligence (AI) and trustworthy Machine Learning (ML).

Fairness

Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting

no code implementations28 Jun 2023 Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi

Forecasting the number of visits to Points-of-Interest (POI) in an urban area is critical for planning and decision-making for various application domains, from urban planning and transportation management to public health and social studies.

Decision Making Management +2

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