Mitigating Biases in Student Performance Prediction via Attention-Based
Personalized Federated Learning

Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning

2 August 2022

Yun-Wei Chu

Seyyedali Hosseinalipour

Elizabeth Tenorio

Christopher G. Brinton

ArXiv (abs)PDF HTML

Papers citing "Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning"

12 / 12 papers shown

Title
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Yun-Wei Chu Dong-Jun Han Christopher G. Brinton 109 4 0 15 Jan 2024
Are Pre-trained Convolutions Better than Pre-trained Transformers? Yi Tay Mostafa Dehghani J. Gupta Dara Bahri V. Aribandi Zhen Qin Donald Metzler AI4CE 66 49 0 07 May 2021
Algorithmic Fairness in Education René F. Kizilcec Hansol Lee FaML 58 124 0 10 Jul 2020
Personalized Cross-Silo Federated Learning on Non-IID Data Yutao Huang Lingyang Chu Zirui Zhou Lanjun Wang Jiangchuan Liu J. Pei Yong Zhang FedML 90 609 0 07 Jul 2020
Personalized Federated Learning: A Meta-Learning Approach Alireza Fallah Aryan Mokhtari Asuman Ozdaglar FedML 154 569 0 19 Feb 2020
Improving Federated Learning Personalization via Model Agnostic Meta Learning Yihan Jiang Jakub Konecný Keith Rush Sreeram Kannan FedML 74 601 0 27 Sep 2019
Learning Private Neural Language Modeling with Attentive Aggregation Shaoxiong Ji Shirui Pan Guodong Long Xue Li Jing Jiang Zi Huang FedML MoMe 73 142 0 17 Dec 2018
Beyond Parity: Fairness Objectives for Collaborative Filtering Sirui Yao Bert Huang FaML 40 368 0 24 May 2017
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 68 621 0 24 Nov 2016
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 306 4,646 0 18 Oct 2016
Deep Knowledge Tracing Chris Piech J. Bassen Jonathan Huang Surya Ganguli Mehran Sahami Leonidas Guibas Jascha Narain Sohl-Dickstein AI4Ed HAI 94 1,157 0 19 Jun 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013