Search Results for author: Naren Sarayu Manoj

Found 3 papers, 1 papers with code

Dueling Optimization with a Monotone Adversary

no code implementations18 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.

Interpolation Learning With Minimum Description Length

no code implementations14 Feb 2023 Naren Sarayu Manoj, Nathan Srebro

We prove that the Minimum Description Length learning rule exhibits tempered overfitting.

Excess Capacity and Backdoor Poisoning

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.

Backdoor Attack Data Poisoning +1

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