Snuba: automating weak supervision to label training data von Varma, Paroma, Ré, Christopher

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Snorkel: rapid training data creation with weak supervision von Ratner, Alexander, Bach, Stephen H., Ehrenberg, Henry, Fries, Jason, Wu, Sen, Ré, Christopher

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Snorkel: Rapid Training Data Creation with Weak Supervision von Ratner, Alexander, Bach, Stephen H, Ehrenberg, Henry, Fries, Jason, Wu, Sen, Ré, Christopher

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Parallel stochastic gradient algorithms for large-scale matrix completion von Recht, Benjamin, Ré, Christopher

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HoloClean: holistic data repairs with probabilistic inference von Rekatsinas, Theodoros, Chu, Xu, Ilyas, Ihab F., Ré, Christopher

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Can Foundation Models Wrangle Your Data? von Narayan, Avanika, Chami, Ines, Orr, Laurel, Ré, Christopher

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Worst-case Optimal Join Algorithms von Ngo, Hung Q., Porat, Ely, Ré, Christopher, Rudra, Atri

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GRIP: A Graph Neural Network Accelerator Architecture von Kiningham, Kevin, Levis, Philip, Re, Christopher

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DimmWitted: a study of main-memory statistical analytics von Zhang, Ce, Ré, Christopher

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Weak supervision as an efficient approach for automated seizure detection in electroencephalography von Saab, Khaled, Dunnmon, Jared, Ré, Christopher, Rubin, Daniel, Lee-Messer, Christopher

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Interpreting mental state decoding with deep learning models von Thomas, Armin W., Ré, Christopher, Poldrack, Russell A.

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Benchmarking explanation methods for mental state decoding with deep learning models von Thomas, Armin W., Ré, Christopher, Poldrack, Russell A.

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A machine reading system for assembling synthetic paleontological databases von Peters, Shanan E, Zhang, Ce, Livny, Miron, Ré, Christopher

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EmptyHeaded: A Relational Engine for Graph Processing von Aberger, Christopher R., Lamb, Andrew, Tu, Susan, Nötzli, Andres, Olukotun, Kunle, Ré, Christopher

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A machine-compiled database of genome-wide association studies von Kuleshov, Volodymyr, Ding, Jialin, Vo, Christopher, Hancock, Braden, Ratner, Alexander, Li, Yang, Ré, Christopher, Batzoglou, Serafim, Snyder, Michael

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Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes von Arora, Simran, Yang, Brandon, Eyuboglu, Sabri, Narayan, Avanika, Hojel, Andrew, Trummer, Immanuel, Ré, Christopher

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Automatic optimization for MapReduce programs von Jahani, Eaman, Cafarella, Michael J., Ré, Christopher

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Classifying non-small cell lung cancer types and transcriptomic subtypes using convolutional neural networks von Yu, Kun-Hsing, Wang, Feiran, Berry, Gerald J, Ré, Christopher, Altman, Russ B, Snyder, Michael, Kohane, Isaac S

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Tuffy: scaling up statistical inference in Markov logic networks using an RDBMS von Niu, Feng, Ré, Christopher, Doan, AnHai, Shavlik, Jude

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Large-scale extraction of gene interactions from full-text literature using DeepDive von Mallory, Emily K, Zhang, Ce, Ré, Christopher, Altman, Russ B

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