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2020 – today
- 2024
[j1]Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao:
Does Differential Privacy Impact Bias in Pretrained Language Models? IEEE Data Eng. Bull. 47(2): 125-137 (2024)- [i9]Md. Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, Judy Fox:
Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections. CoRR abs/2401.15119 (2024) - [i8]Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao:
Does Differential Privacy Impact Bias in Pretrained NLP Models? CoRR abs/2410.18749 (2024) - [i7]Md. Khairul Islam, Ayush Karmacharya, Timothy Joowon Sue, Judy Fox:
Large Language Models for Financial Aid in Financial Time-series Forecasting. CoRR abs/2410.19025 (2024) - 2023
- [c3]Tevfik Kosar
, Manish Parashar, Judy Fox, Christoph Hagleithner:
Message from the Chairs. CLOUD 2023: xix - [c2]Md. Khairul Islam, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Aparna Marathe, Judy Fox:
Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models. ICDH 2023: 266-277 - [i6]Md. Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox:
Population Age Group Sensitivity for COVID-19 Infections with Deep Learning. CoRR abs/2307.00751 (2023) - [i5]Navya Annapareddy, Yingzheng Liu, Judy Fox:
Towards Fair and Privacy Preserving Federated Learning for the Healthcare Domain. CoRR abs/2308.01529 (2023) - [i4]Navya Annapareddy, Jade Preston, Judy Fox:
Fairness and Privacy in Federated Learning and Their Implications in Healthcare. CoRR abs/2308.07805 (2023) - 2022
- [i3]Md. Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox:
Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models. CoRR abs/2210.03258 (2022) - 2021
- [c1]Chathura Widanage, Weijie Liu, Jiayu Li, Hongbo Chen, XiaoFeng Wang, Haixu Tang, Judy Fox:
HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework. CLOUD 2021: 733-743 - [i2]Chathura Widanage, Weijie Liu, Jiayu Li, Hongbo Chen, XiaoFeng Wang, Haixu Tang, Judy Fox:
HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework. CoRR abs/2107.12423 (2021) - [i1]Ahmet Uyar, Selahattin Akkas, Jiayu Li, Judy Fox:
Intel Optane DCPMM and Serverless Computing. CoRR abs/2109.11021 (2021)
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