no code implementations • 18 Nov 2023 • Avrim Blum, Meghal Gupta, Gene Li, Naren Sarayu Manoj, Aadirupa Saha, Yuanyuan Yang
We introduce and study the problem of dueling optimization with a monotone adversary, which is a generalization of (noiseless) dueling convex optimization.
no code implementations • 14 Feb 2023 • Naren Sarayu Manoj, Nathan Srebro
We prove that the Minimum Description Length learning rule exhibits tempered overfitting.
1 code implementation • NeurIPS 2021 • Naren Sarayu Manoj, Avrim Blum
A backdoor data poisoning attack is an adversarial attack wherein the attacker injects several watermarked, mislabeled training examples into a training set.