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Kamalika Chaudhuri

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DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning

Mar 21, 2024
Jonathan Lebensold, Maziar Sanjabi, Pietro Astolfi, Adriana Romero-Soriano, Kamalika Chaudhuri, Mike Rabbat, Chuan Guo

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Privacy Amplification for the Gaussian Mechanism via Bounded Support

Mar 07, 2024
Shengyuan Hu, Saeed Mahloujifar, Virginia Smith, Kamalika Chaudhuri, Chuan Guo

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Differentially Private Representation Learning via Image Captioning

Mar 04, 2024
Tom Sander, Yaodong Yu, Maziar Sanjabi, Alain Durmus, Yi Ma, Kamalika Chaudhuri, Chuan Guo

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FairProof : Confidential and Certifiable Fairness for Neural Networks

Feb 19, 2024
Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh, Kamalika Chaudhuri

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Déjà Vu Memorization in Vision-Language Models

Feb 03, 2024
Bargav Jayaraman, Chuan Guo, Kamalika Chaudhuri

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Effective pruning of web-scale datasets based on complexity of concept clusters

Jan 09, 2024
Amro Abbas, Evgenia Rusak, Kushal Tirumala, Wieland Brendel, Kamalika Chaudhuri, Ari S. Morcos

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Differentially Private Multi-Site Treatment Effect Estimation

Oct 10, 2023
Tatsuki Koga, Kamalika Chaudhuri, David Page

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Unified Uncertainty Calibration

Oct 02, 2023
Kamalika Chaudhuri, David Lopez-Paz

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ViP: A Differentially Private Foundation Model for Computer Vision

Jun 28, 2023
Yaodong Yu, Maziar Sanjabi, Yi Ma, Kamalika Chaudhuri, Chuan Guo

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