Sparse Combinatorial Group Testing von Inan, Huseyin A., Kairouz, Peter, Ozgur, Ayfer

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On the Optimality of the Kautz-Singleton Construction in Probabilistic Group Testing von Inan, Huseyin A., Kairouz, Peter, Wootters, Mary, Ozgur, Ayfer

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rTop-k: A Statistical Estimation Approach to Distributed SGD von Barnes, Leighton Pate, Inan, Huseyin A., Isik, Berivan, Ozgur, Ayfer

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A Convolutive Bounded Component Analysis Framework for Potentially Nonstationary Independent and/or Dependent Sources von Inan, Huseyin A., Erdogan, Alper T.

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Convolutive Bounded Component Analysis Algorithms for Independent and Dependent Source Separation von Inan, Huseyin A., Erdogan, Alper T.

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Capacity of the Energy Harvesting Gaussian MAC von Inan, Huseyin A., Shaviv, Dor, Ozgur, Ayfer

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Differentially Private Fine-tuning of Language Models von Yu, Da, Naik, Saurabh, Backurs, Arturs, Gopi, Sivakanth, Inan, Huseyin A., Kamath, Gautam, Kulkarni, Janardhan, Lee, Yin Tat, Manoel, Andre, Wutschitz, Lukas, Yekhanin, Sergey, Zhang, Huishuai

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Adaptive mixture methods based on Bregman divergences von Donmez, Mehmet A., Inan, Huseyin A., Kozat, Suleyman S.

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Stationary Point Characterization for a Class of BCA Algorithms von Inan, Huseyin A., Erdogan, Alper T., Cruces, Sergio

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Robust estimation in flat fading channels under bounded channel uncertainties von Donmez, Mehmet A., Inan, Huseyin A., Kozat, Suleyman S.

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Differentially Private Training of Mixture of Experts Models von Tholoniat, Pierre, Inan, Huseyin A, Kulkarni, Janardhan, Sim, Robert

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Privacy Leakage in Text Classification: A Data Extraction Approach von Elmahdy, Adel, Inan, Huseyin A, Sim, Robert

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Privately Aligning Language Models with Reinforcement Learning von Wu, Fan, Inan, Huseyin A, Backurs, Arturs, Chandrasekaran, Varun, Kulkarni, Janardhan, Sim, Robert

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Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks von Tang, Ruixiang, Lueck, Gord, Quispe, Rodolfo, Inan, Huseyin A, Kulkarni, Janardhan, Hu, Xia

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Planting and Mitigating Memorized Content in Predictive-Text Language Models von Downey, C. M, Dai, Wei, Inan, Huseyin A, Laine, Kim, Naik, Saurabh, Religa, Tomasz

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Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation von Tang, Xinyu, Shin, Richard, Inan, Huseyin A, Manoel, Andre, Mireshghallah, Fatemehsadat, Lin, Zinan, Gopi, Sivakanth, Kulkarni, Janardhan, Sim, Robert

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Differentially Private Model Compression von Mireshghallah, Fatemehsadat, Backurs, Arturs, Inan, Huseyin A, Wutschitz, Lukas, Kulkarni, Janardhan

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Differentially Private Synthetic Data via Foundation Model APIs 2: Text von Xie, Chulin, Lin, Zinan, Backurs, Arturs, Gopi, Sivakanth, Yu, Da, Inan, Huseyin A, Nori, Harsha, Jiang, Haotian, Zhang, Huishuai, Lee, Yin Tat, Li, Bo, Yekhanin, Sergey

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rTop-k: A Statistical Estimation Approach to Distributed SGD von Barnes, Leighton Pate, Inan, Huseyin A, Isik, Berivan, Ozgur, Ayfer

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Adaptive mixture methods using Bregman divergences von Inan, H. A., Donmez, M. A., Kozat, S. S.

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