Search Results for author: Kojin Oshiba

Found 4 papers, 0 papers with code

Adversarial Attacks on Binary Image Recognition Systems

no code implementations22 Oct 2020 Eric Balkanski, Harrison Chase, Kojin Oshiba, Alexander Rilee, Yaron Singer, Richard Wang

Nevertheless, we generalize SCAR to design attacks that fool state-of-the-art check processing systems using unnoticeable perturbations that lead to misclassification of deposit amounts.

Image Classification License Plate Recognition

Predicting Choice with Set-Dependent Aggregation

no code implementations ICML 2020 Nir Rosenfeld, Kojin Oshiba, Yaron Singer

Providing users with alternatives to choose from is an essential component in many online platforms, making the accurate prediction of choice vital to their success.

Label Propagation Networks

no code implementations ICLR 2019 Kojin Oshiba, Nir Rosenfeld, Amir Globerson

Graph networks have recently attracted considerable interest, and in particular in the context of semi-supervised learning.

Robust Classification of Financial Risk

no code implementations27 Nov 2018 Suproteem K. Sarkar, Kojin Oshiba, Daniel Giebisch, Yaron Singer

To the best of our knowledge, this is the first study of adversarial attacks and defenses for deep learning in financial services.

BIG-bench Machine Learning Classification +3

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