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journals/corr/abs-2302-10149 share record
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Nicholas Carlini , Matthew Jagielski , Christopher A. Choquette-Choo , Daniel Paleka , Will Pearce , Hyrum S. Anderson , Andreas Terzis , Kurt Thomas , Florian Tramèr : Poisoning Web-Scale Training Datasets is Practical. CoRR abs/2302.10149 (2023 )export record
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journals/corr/abs-2303-03446 share record
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Matthew Jagielski , Milad Nasr , Christopher A. Choquette-Choo , Katherine Lee , Nicholas Carlini : Students Parrot Their Teachers: Membership Inference on Model Distillation. CoRR abs/2303.03446 (2023 )export record
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journals/corr/abs-2305-02593 share record
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Vittorio Pippi , Silvia Cascianelli , Christopher Kermorvant , Rita Cucchiara : How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning. CoRR abs/2305.02593 (2023 )export record
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journals/corr/abs-2305-10403 share record
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Rohan Anil , Andrew M. Dai , Orhan Firat , Melvin Johnson , Dmitry Lepikhin , Alexandre Passos , Siamak Shakeri , Emanuel Taropa , Paige Bailey , Zhifeng Chen , Eric Chu , Jonathan H. Clark , Laurent El Shafey , Yanping Huang , Kathy Meier-Hellstern , Gaurav Mishra , Erica Moreira , Mark Omernick , Kevin Robinson , Sebastian Ruder , Yi Tay , Kefan Xiao , Yuanzhong Xu , Yujing Zhang , Gustavo Hernández Ábrego , Junwhan Ahn , Jacob Austin , Paul Barham , Jan A. Botha , James Bradbury , Siddhartha Brahma , Kevin Brooks , Michele Catasta , Yong Cheng , Colin Cherry , Christopher A. Choquette-Choo , Aakanksha Chowdhery , Clément Crepy , Shachi Dave , Mostafa Dehghani , Sunipa Dev , Jacob Devlin , Mark Díaz , Nan Du , Ethan Dyer , Vladimir Feinberg , Fangxiaoyu Feng , Vlad Fienber , Markus Freitag , Xavier Garcia , Sebastian Gehrmann , Lucas Gonzalez , et al. : PaLM 2 Technical Report. CoRR abs/2305.10403 (2023 )export record
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journals/corr/abs-2305-18465 share record
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Zheng Xu , Yanxiang Zhang , Galen Andrew , Christopher A. Choquette-Choo , Peter Kairouz , H. Brendan McMahan , Jesse Rosenstock , Yuanbo Zhang : Federated Learning of Gboard Language Models with Differential Privacy. CoRR abs/2305.18465 (2023 )export record
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journals/corr/abs-2306-08153 share record
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Christopher A. Choquette-Choo , Arun Ganesh , Ryan McKenna , H. Brendan McMahan , Keith Rush , Abhradeep Guha Thakurta , Zheng Xu : (Amplified) Banded Matrix Factorization: A unified approach to private training. CoRR abs/2306.08153 (2023 )export record
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journals/corr/abs-2306-15447 share record
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Nicholas Carlini , Milad Nasr , Christopher A. Choquette-Choo , Matthew Jagielski , Irena Gao , Anas Awadalla , Pang Wei Koh , Daphne Ippolito , Katherine Lee , Florian Tramèr , Ludwig Schmidt : Are aligned neural networks adversarially aligned? CoRR abs/2306.15447 (2023 )export record
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journals/corr/abs-2307-10999 share record
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Enayat Ullah , Christopher A. Choquette-Choo , Peter Kairouz , Sewoong Oh : Private Federated Learning with Autotuned Compression. CoRR abs/2307.10999 (2023 )export record
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journals/corr/abs-2309-04662 share record
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Sneha Kudugunta , Isaac Caswell , Biao Zhang , Xavier Garcia , Christopher A. Choquette-Choo , Katherine Lee , Derrick Xin , Aditya Kusupati , Romi Stella , Ankur Bapna , Orhan Firat : MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. CoRR abs/2309.04662 (2023 )export record
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journals/corr/abs-2309-05610 share record
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Edoardo Debenedetti , Giorgio Severi , Nicholas Carlini , Christopher A. Choquette-Choo , Matthew Jagielski , Milad Nasr , Eric Wallace , Florian Tramèr : Privacy Side Channels in Machine Learning Systems. CoRR abs/2309.05610 (2023 )export record
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journals/corr/abs-2310-06771 share record
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Christopher A. Choquette-Choo , Krishnamurthy Dvijotham , Krishna Pillutla , Arun Ganesh , Thomas Steinke , Abhradeep Thakurta : Correlated Noise Provably Beats Independent Noise for Differentially Private Learning. CoRR abs/2310.06771 (2023 )export record
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journals/corr/abs-2310-09266 share record
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Nikhil Kandpal , Krishna Pillutla , Alina Oprea , Peter Kairouz , Christopher A. Choquette-Choo , Zheng Xu : User Inference Attacks on Large Language Models. CoRR abs/2310.09266 (2023 )export record
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journals/corr/abs-2310-15526 share record
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Christopher A. Choquette-Choo , Arun Ganesh , Thomas Steinke , Abhradeep Thakurta : Privacy Amplification for Matrix Mechanisms. CoRR abs/2310.15526 (2023 )export record
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journals/corr/abs-2310-16678 share record
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Olive Franzese , Adam Dziedzic , Christopher A. Choquette-Choo , Mark R. Thomas , Muhammad Ahmad Kaleem , Stephan Rabanser , Congyu Fang , Somesh Jha , Nicolas Papernot , Xiao Wang : Robust and Actively Secure Serverless Collaborative Learning. CoRR abs/2310.16678 (2023 )export record
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journals/corr/abs-2311-06477 share record
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A. Feder Cooper , Katherine Lee , James Grimmelmann , Daphne Ippolito , Christopher Callison-Burch , Christopher A. Choquette-Choo , Niloofar Mireshghallah , Miles Brundage , David Mimno , Madiha Zahrah Choksi , Jack M. Balkin , Nicholas Carlini , Christopher De Sa , Jonathan Frankle , Deep Ganguli , Bryant Gipson , Andres Guadamuz , Swee Leng Harris , Abigail Z. Jacobs , Elizabeth Joh , Gautam Kamath , Mark Lemley , Cass Matthews , Christine McLeavey , Corynne McSherry , Milad Nasr , Paul Ohm , Adam Roberts , Tom Rubin , Pamela Samuelson , Ludwig Schubert , Kristen Vaccaro , Luis Villa , Felix Wu , Elana Zeide : Report of the 1st Workshop on Generative AI and Law. CoRR abs/2311.06477 (2023 )export record
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journals/corr/abs-2311-17035 share record
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Milad Nasr , Nicholas Carlini , Jonathan Hayase , Matthew Jagielski , A. Feder Cooper , Daphne Ippolito , Christopher A. Choquette-Choo , Eric Wallace , Florian Tramèr , Katherine Lee : Scalable Extraction of Training Data from (Production) Language Models. CoRR abs/2311.17035 (2023 )2022 share record
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Darren Sweeper : Thomas S. Mullaney and Christopher Rea. Where Research Begins: Choosing a Research Project That Matters to You (and the World). Chicago, IL: University of Chicago Press, 2022. 216p. Paper, $17.43 (ISBN: 978-0226817446). Coll. Res. Libr. 83 (5 ) (2022 )export record
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journals/jamia/HoATHSACS22 share record
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Vy T. Ho , Rachael C. Aikens , Geoffrey J. Tso , Paul A. Heidenreich , Christopher D. Sharp , Steven M. Asch , Jonathan H. Chen , Neil K. Shah : Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial. J. Am. Medical Informatics Assoc. 29 (11 ) : 1941-1948 (2022 )share record
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Yafei Mao , Christopher Merkle , Jan P. Allebach : A color image analysis tool to help users choose a makeup foundation color. Color Imaging: Displaying, Processing, Hardcopy, and Applications 2022 : 373:1-373:6 share record
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Wei-Ning Chen , Christopher A. Choquette-Choo , Peter Kairouz , Ananda Theertha Suresh : The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning. ICML 2022 : 3056-3089 share record
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Siva Teja Kakileti , Maria Gabrani , Geetha Manjunath , Michal Rosen-Zvi , Nathaniel Braman , Robert G. Schwartz , Alejandro F. Frangi , Pau-Choo Chung , Christopher Weight , Vekataraman Jagadish : Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings. Lecture Notes in Computer Science 13602, Springer 2022 , ISBN 978-3-031-19659-1 [contents] export record
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journals/corr/abs-2203-03761 share record
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Wei-Ning Chen , Christopher A. Choquette-Choo , Peter Kairouz , Ananda Theertha Suresh : The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning. CoRR abs/2203.03761 (2022 )export record
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journals/corr/abs-2208-03567 share record
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Congyu Fang , Hengrui Jia , Anvith Thudi , Mohammad Yaghini , Christopher A. Choquette-Choo , Natalie Dullerud , Varun Chandrasekaran , Nicolas Papernot : On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning. CoRR abs/2208.03567 (2022 )export record
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journals/corr/abs-2210-02156 share record
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Yannis Cattan , Christopher A. Choquette-Choo , Nicolas Papernot , Abhradeep Thakurta : Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search. CoRR abs/2210.02156 (2022 )export record
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journals/corr/abs-2210-17546 share record
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Daphne Ippolito , Florian Tramèr , Milad Nasr , Chiyuan Zhang , Matthew Jagielski , Katherine Lee , Christopher A. Choquette-Choo , Nicholas Carlini : Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy. CoRR abs/2210.17546 (2022 )export record
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journals/corr/abs-2211-06530 share record
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Christopher A. Choquette-Choo , H. Brendan McMahan , Keith Rush , Abhradeep Thakurta : Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning. CoRR abs/2211.06530 (2022 )export record
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journals/corr/abs-2211-15410 share record
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Adam Dziedzic , Christopher A. Choquette-Choo , Natalie Dullerud , Vinith Menon Suriyakumar , Ali Shahin Shamsabadi , Muhammad Ahmad Kaleem , Somesh Jha , Nicolas Papernot , Xiao Wang : Private Multi-Winner Voting for Machine Learning. CoRR abs/2211.15410 (2022 )2021 share record
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F. Christopher Eaglin , Tommy Pan Fang : Exploring Boundaries: How Firms Choose Informality in Emerging Markets. COMPASS 2021 : 38-45 export record
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conf/iclr/Choquette-ChooD21 share record
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Christopher A. Choquette-Choo , Natalie Dullerud , Adam Dziedzic , Yunxiang Zhang , Somesh Jha , Nicolas Papernot , Xiao Wang : CaPC Learning: Confidential and Private Collaborative Learning. ICLR 2021 export record
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conf/icml/Choquette-ChooT21 share record
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Christopher A. Choquette-Choo , Florian Tramèr , Nicholas Carlini , Nicolas Papernot : Label-Only Membership Inference Attacks. ICML 2021 : 1964-1974