RAB: Provable Robustness Against Backdoor Attacks von Weber, Maurice, Xu, Xiaojun, Karlas, Bojan, Zhang, Ce, Li, Bo

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Ease.ml in action: towards multi-tenant declarative learning services von Karlaš, Bojan, Liu, Ji, Wu, Wentao, Zhang, Ce

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Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions von Karlas, Bojan, Li, Peng, Wu, Renzhi, Gurel, Nezihe Merve, Chu, Xu, Wu, Wentao, Zhang, Ce

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Ease.ml/ci and Ease.ml/meter in action: towards data management for statistical generalization von Renggli, Cedric, Hubis, Frances Ann, Karlaš, Bojan, Schawinski, Kevin, Wu, Wentao, Zhang, Ce

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The Curious Case of the PDF Converter that Likes Mozart: Dissecting and Mitigating the Privacy Risk of Personal Cloud Apps von Harkous, Hamza, Rahman, Rameez, Karlas, Bojan, Aberer, Karl

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Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines von Psallidas, Fotis, Zhu, Yiwen, Karlas, Bojan, Henkel, Jordan, Interlandi, Matteo, Krishnan, Subru, Kroth, Brian, Emani, Venkatesh, Wu, Wentao, Zhang, Ce, Weimer, Markus, Floratou, Avrilia, Curino, Carlo, Karanasos, Konstantinos

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DataPerf: Benchmarks for Data-Centric AI Development von Mazumder, Mark, Banbury, Colby R, Yao, Xiaozhe, Karlas, Bojan, Rojas, William Gaviria, Diamos, Sudnya Frederick, Diamos, Greg, He, Lynn, Parrish, Alicia, Kirk, Hannah Rose, Quaye, Jessica, Rastogi, Charvi, Kiela, Douwe, Jurado, David, Kanter, David, Mosquera, Rafael, Cukierski, Will, Ciro, Juan, Aroyo, Lora, Acun, Bilge, Chen, Lingjiao, Raje, Mehul, Bartolo, Max, Eyuboglu, Evan Sabri, Ghorbani, Amirata, Goodman, Emmett D, Howard, Addison, Inel, Oana, Kane, Tariq, Kirkpatrick, Christine R

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AutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EI von Yu, Chen, Karlas, Bojan, Zhong, Jie, Zhang, Ce, Liu, Ji

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The Curious Case of the PDF Converter that Likes Mozart: Dissecting and Mitigating the Privacy Risk of Personal Cloud Apps von Hamza Harkous, Rahman, Rameez, Karlas, Bojan, Aberer, Karl

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Improving Certified Robustness via Statistical Learning with Logical Reasoning von Yang, Zhuolin, Zhao, Zhikuan, Wang, Boxin, Zhang, Jiawei, Li, Linyi, Pei, Hengzhi, Karlas, Bojan, Liu, Ji, Guo, Heng, Zhang, Ce, Li, Bo

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Data Science through the looking glass and what we found there von Psallidas, Fotis, Zhu, Yiwen, Karlas, Bojan, Interlandi, Matteo, Floratou, Avrilia, Karanasos, Konstantinos, Wu, Wentao, Zhang, Ce, Krishnan, Subru, Curino, Carlo, Weimer, Markus

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Improving Certified Robustness via Statistical Learning with Logical Reasoning von Yang, Zhuolin, Zhao, Zhikuan, Wang, Boxin, Zhang, Jiawei, Li, Linyi, Pei, Hengzhi, Karlas, Bojan, Liu, Ji, Guo, Heng, Zhang, Ce, Li, Bo

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AutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EI von Chen, Yu, Karlas, Bojan, Zhong, Jie, Zhang, Ce, Liu, Ji

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Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines von Karlaš, Bojan, Dao, David, Interlandi, Matteo, Li, Bo, Schelter, Sebastian, Wu, Wentao, Zhang, Ce

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Data Science through the looking glass and what we found there von Psallidas, Fotis, Zhu, Yiwen, Karlas, Bojan, Interlandi, Matteo, Floratou, Avrilia, Karanasos, Konstantinos, Wu, Wentao, Zhang, Ce, Krishnan, Subru, Curino, Carlo, Weimer, Markus

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RAB: Provable Robustness Against Backdoor Attacks von Weber, Maurice, Xu, Xiaojun, Karlaš, Bojan, Zhang, Ce, Li, Bo

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RAB: Provable Robustness Against Backdoor Attacks von Weber, Maurice, Xu, Xiaojun, Karlaš, Bojan, Zhang, Ce, Li, Bo

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A Data Quality-Driven View of MLOps von Renggli, Cedric, Rimanic, Luka, Gürel, Nezihe Merve, Karlaš, Bojan, Wu, Wentao, Zhang, Ce

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Online Active Model Selection for Pre-trained Classifiers von Karimi, Mohammad Reza, Gürel, Nezihe Merve, Karlaš, Bojan, Rausch, Johannes, Zhang, Ce, Krause, Andreas

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Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions von Karlaš, Bojan, Li, Peng, Wu, Renzhi, Gürel, Nezihe Merve, Chu, Xu, Wu, Wentao, Zhang, Ce

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