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Stratis Ioannidis

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T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge

Jan 09, 2024
Mauro Belgiovine, Joshua Groen, Miquel Sirera, Chinenye Tassie, Ayberk Yarkin Yildiz, Sage Trudeau, Stratis Ioannidis, Kaushik Chowdhury

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SmoothHess: ReLU Network Feature Interactions via Stein's Lemma

Nov 01, 2023
Max Torop, Aria Masoomi, Davin Hill, Kivanc Kose, Stratis Ioannidis, Jennifer Dy

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Online Submodular Maximization via Online Convex Optimization

Sep 13, 2023
Tareq Si-Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis

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Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications

Jun 01, 2023
Ming Xiang, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong, Lili Su

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Multiverse at the Edge: Interacting Real World and Digital Twins for Wireless Beamforming

May 10, 2023
Batool Salehi, Utku Demir, Debashri Roy, Suyash Pradhan, Jennifer Dy, Stratis Ioannidis, Kaushik Chowdhury

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DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning

Apr 30, 2023
Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy

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Explanations of Black-Box Models based on Directional Feature Interactions

Apr 16, 2023
Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer Dy

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Stochastic Submodular Maximization via Polynomial Estimators

Mar 17, 2023
Gözde Özcan, Stratis Ioannidis

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AlignGraph: A Group of Generative Models for Graphs

Jan 26, 2023
Kimia Shayestehfard, Dana Brooks, Stratis Ioannidis

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Pruning Adversarially Robust Neural Networks without Adversarial Examples

Oct 09, 2022
Tong Jian, Zifeng Wang, Yanzhi Wang, Jennifer Dy, Stratis Ioannidis

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