Bülent Yener — accepted AI-conference papers

2026

Exploiting Missing Data Remediation Strategies Using Adversarial Missingness Attacks

Deniz Koyuncu, Alex Gittens, Bülent Yener, Moti Yung

AAAI 2026technical

Adversarial Missingness (AM) attacks aim to manipulate model fitting by carefully engineering a missing data problem to achieve a specific malicious objective. AM attacks are significantly different from prior data poisoning attacks in that no malicious data inserted and no data is maliciously pertu

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2020

Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition

Alex Gittens, Kareem Aggour, Bülent Yener

ICML 2020poster

This work considers the canonical polyadic decomposition (CPD) of tensors using proximally regularized sketched alternating least squares algorithms. First, it establishes a sublinear rate of convergence for proximally regularized sketched CPD algorithms under two natural conditions that are known t…

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