Kristian Georgiev | DeepAI

DeepAI

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Featured Co-authors

Aleksander Madry
39 publications
Samuel B. Hopkins
23 publications
Andrew Ilyas
23 publications
Bobak T. Kiani
8 publications
Hannah Lawrence
8 publications
Sung-Min Park
7 publications
Guillaume Leclerc
5 publications
Andrew Dienes
1 publication

research

∙ 03/24/2023

TRAK: Attributing Model Behavior at Scale

The goal of data attribution is to trace model predictions back to train...

0 Sung-Min Park, et al. ∙

research

∙ 11/01/2022

Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation

We establish a simple connection between robust and differentially-priva...

0 Kristian Georgiev, et al. ∙

research

∙ 10/12/2021

Implicit Bias of Linear Equivariant Networks

Group equivariant convolutional neural networks (G-CNNs) are generalizat...

0 Hannah Lawrence, et al. ∙