Golatkar, Aditya

Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks

Golatkar, A., Achille, A., & Soatto, S. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 394

Mixed-Privacy Forgetting in Deep Networks

Golatkar, A., Achille, A., Ravichandran, A., Polito, M., & Soatto, S. (2021) · 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 125

Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations

Golatkar, A., Achille, A., & Soatto, S. (2020) · Lecture Notes in Computer Science

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 122

B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory

Zancato, L., Seshadri, A., Dukler, Y., Golatkar, A., Shen, Y., Bowman, B., Trager, M., Achille, A., & Soatto, S. (2024) · arXiv

Control Systems and IdentificationNeural Networks and Applications

Cited by 2

PICASO: Permutation-Invariant Context Composition with State Space Models

Liu, T. Y., Achille, A., Trager, M., Golatkar, A., Zancato, L., & Soatto, S. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0