Algorithms that Approximate Data Removal: New Results and Limitations von Suriyakumar, Vinith M, Wilson, Ashia C

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When Personalization Harms: Reconsidering the Use of Group Attributes in Prediction von Suriyakumar, Vinith M, Ghassemi, Marzyeh, Ustun, Berk

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Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models von Suriyakumar, Vinith M, Alur, Rohan, Sekhari, Ayush, Raghavan, Manish, Wilson, Ashia C

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Architecture-Level Modeling of Photonic Deep Neural Network Accelerators von Tanner Andrulis, Chaudhry, Gohar Irfan, Suriyakumar, Vinith M, Emer, Joel S, Sze, Vivienne

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One-shot Empirical Privacy Estimation for Federated Learning von Andrew, Galen, Kairouz, Peter, Oh, Sewoong, Oprea, Alina, McMahan, H. Brendan, Suriyakumar, Vinith M

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When Personalization Harms: Reconsidering the Use of Group Attributes in Prediction von Suriyakumar, Vinith M, Ghassemi, Marzyeh, Berk Ustun

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Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings von Suriyakumar, Vinith M, Papernot, Nicolas, Goldenberg, Anna, Ghassemi, Marzyeh

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Algorithms that Approximate Data Removal: New Results and Limitations von Suriyakumar, Vinith M, Wilson, Ashia C

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Public Data-Assisted Mirror Descent for Private Model Training von Amid, Ehsan, Ganesh, Arun, Mathews, Rajiv, Ramaswamy, Swaroop, Song, Shuang, Steinke, Thomas, Suriyakumar, Vinith M, Thakkar, Om, Thakurta, Abhradeep

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Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models von Suriyakumar, Vinith M, Alur, Rohan, Sekhari, Ayush, Raghavan, Manish, Wilson, Ashia C

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Using Generative Models for Pediatric wbMRI von Chang, Alex, Suriyakumar, Vinith M, Moturu, Abhishek, Tewattanarat, Nipaporn, Doria, Andrea, Goldenberg, Anna

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One-shot Empirical Privacy Estimation for Federated Learning von Galen, Andrew, Kairouz, Peter, Oh, Sewoong, Oprea, Alina, McMahan, H Brendan, Suriyakumar, Vinith M

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Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings von Suriyakumar, Vinith M, Papernot, Nicolas, Goldenberg, Anna, Ghassemi, Marzyeh

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Public Data-Assisted Mirror Descent for Private Model Training von Amid, Ehsan, Ganesh, Arun, Mathews, Rajiv, Ramaswamy, Swaroop, Song, Shuang, Steinke, Thomas, Suriyakumar, Vinith M, Thakkar, Om, Thakurta, Abhradeep

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Using Generative Models for Pediatric wbMRI von Chang, Alex, Suriyakumar, Vinith M, Moturu, Abhishek, Tewattanarat, Nipaporn, Doria, Andrea, Goldenberg, Anna

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프라이빗 미러 디센트(Private Mirror Descent)를 사용하여 신경 네트워크 트레이닝에서 퍼블릭 데이터 활용하기 von AMID EHSAN, GANESH ARUN, THAKURTA ABHRADEEP GUHA, SONG SHUANG, SURIYAKUMAR VINITH, MATHEWS RAJIV, THAKKAR OM DIPAKBHAI, STEINKE THOMAS, RAMASWAMY SWAROOP

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