Shinichi Nakajima

activity

20112023

most citedHigher-Order Explanations of Graph Neural Networks via Relevant Walks

268 citations · 470 across the 19 of their papers we have counts for

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2 papers · 1 filter

cs.CV2019

Black-Box Decision based Adversarial Attack with Symmetric $α$ -stable Distribution

Vignesh Srinivasan, Ercan E. Kuruoglu, Klaus-Robert Müller +2

Developing techniques for adversarial attack and defense is an important research field for establishing reliable machine learning and its applications. Many existing methods emplo…

cs.CV2011★ 10 cited

Insights from Classifying Visual Concepts with Multiple Kernel Learning

Alexander Binder, Shinichi Nakajima, Marius Kloft +5

Combining information from various image features has become a standard technique in concept recognition tasks. However, the optimal way of fusing the resulting kernel functions is…

Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution

Insights from Classifying Visual Concepts with Multiple Kernel Learning

Black-Box Decision based Adversarial Attack with Symmetric $α$ -stable Distribution