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05/09/2023
Exploring the Efficacy of ChatGPT in Analyzing Student Teamwork Feedback with an Existing Taxonomy
Teamwork is a critical component of many academic and professional setti...
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04/25/2023
Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning
The design of codes for feedback-enabled communications has been a long-...
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03/22/2023
Delay-Aware Hierarchical Federated Learning
Federated learning has gained popularity as a means of training models d...
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12/05/2022
Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics
Traditional learning-based approaches to student modeling (e.g., predict...
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08/02/2022
Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
Traditional learning-based approaches to student modeling generalize poo...
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04/28/2022
Process-BERT: A Framework for Representation Learning on Educational Process Data
Educational process data, i.e., logs of detailed student activities in c...
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02/01/2022
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
In this paper, we question the rationale behind propagating large number...
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10/05/2020