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Ashish Jha

Skolkovo Institute of Science and Technology

SCHOLARLY PAPERS

2

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100

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Scholarly Papers (2)

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1.

Market-Driven Subset Selection for Budgeted Training

Number of pages: 27 Posted: 22 Oct 2025
Ashish Jha, Valentin Leplat and Anh Phan
Skolkovo Institute of Science and Technology, Innopolis University and Skolkovo Institute of Science and Technology
Downloads 59 (970,490)

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Data subset selection, Machine Learning, Large Language Models, Prediction markets, LMSR

2.

Perception-Aware Nonlinear Log-Exp Attack on Neural Image Compression

Number of pages: 31 Posted: 25 Nov 2025
Razan Dibo, Anton Bibin, Ashish Jha, Yujun Du, Xu Zhonghan, Yipeng Liu and Anh Phan
Skolkovo Institute of Science and Technology, affiliation not provided to SSRN, Skolkovo Institute of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC) and Skolkovo Institute of Science and Technology
Downloads 41 (1,196,171)

Abstract:

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Neural image compression, adversarial attack, Nonlinear perturbation, Visual perception