Search Results for author: Qingsong Wang

Found 3 papers, 2 papers with code

A Momentum Accelerated Algorithm for ReLU-based Nonlinear Matrix Decomposition

1 code implementation4 Feb 2024 Qingsong Wang, Chunfeng Cui, Deren Han

Recently, there has been a growing interest in the exploration of Nonlinear Matrix Decomposition (NMD) due to its close ties with neural networks.

It begins with a boundary: A geometric view on probabilistically robust learning

1 code implementation30 May 2023 Leon Bungert, Nicolás García Trillos, Matt Jacobs, Daniel Mckenzie, Đorđe Nikolić, Qingsong Wang

Although deep neural networks have achieved super-human performance on many classification tasks, they often exhibit a worrying lack of robustness towards adversarially generated examples.

A sparse semismooth Newton based augmented Lagrangian method for large-scale support vector machines

no code implementations3 Oct 2019 Dunbiao Niu, Chengjing Wang, Peipei Tang, Qingsong Wang, Enbin Song

Support vector machines (SVMs) are successful modeling and prediction tools with a variety of applications.

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