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Kevin Chan

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Adversarial Plannning

May 01, 2022
Valentin Vie, Ryan Sheatsley, Sophia Beyda, Sushrut Shringarputale, Kevin Chan, Trent Jaeger, Patrick McDaniel

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Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization

Jan 19, 2022
Jake Perazzone, Shiqiang Wang, Mingyue Ji, Kevin Chan

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Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions

Jan 22, 2021
Todd Huster, Jeremy E. J. Cohen, Zinan Lin, Kevin Chan, Charles Kamhoua, Nandi Leslie, Cho-Yu Jason Chiang, Vyas Sekar

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Topological Effects on Attacks Against Vertex Classification

Mar 12, 2020
Benjamin A. Miller, Mustafa Çamurcu, Alexander J. Gomez, Kevin Chan, Tina Eliassi-Rad

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MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees

Oct 28, 2018
Stephen Pasteris, Fabio Vitale, Kevin Chan, Shiqiang Wang

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Adaptive Federated Learning in Resource Constrained Edge Computing Systems

Aug 02, 2018
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan

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Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices

Sep 27, 2017
Zongqing Lu, Swati Rallapalli, Kevin Chan, Thomas La Porta

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Influence of Personal Preferences on Link Dynamics in Social Networks

Sep 21, 2017
Ashwin Bahulkar, Boleslaw K. Szymanski, Nitesh Chawla, Omar Lizardo, Kevin Chan

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