Over-optimization of academic publishing metrics: observing Goodhart’s Law in action von Fire, Michael, Guestrin, Carlos

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Adding glycemic and physical activity metrics to a multimodal algorithm-enabled decision-support tool for type 1 diabetes care: Keys to implementation and opportunities von Zaharieva, Dessi P, Senanayake, Ransalu, Brown, Conner, Watkins, Brendan, Loving, Glenn, Prahalad, Priya, Ferstad, Johannes O, Guestrin, Carlos, Fox, Emily B, Maahs, David M, Scheinker, David

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The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time von Fire, Michael, Guestrin, Carlos

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Submodularity and its applications in optimized information gathering von Krause, Andreas, Guestrin, Carlos

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Distributed GraphLab: a framework for machine learning and data mining in the cloud von Low, Yucheng, Bickson, Danny, Gonzalez, Joseph, Guestrin, Carlos, Kyrola, Aapo, Hellerstein, Joseph M.

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A Hardware-Software Blueprint for Flexible Deep Learning Specialization von Moreau, Thierry, Chen, Tianqi, Vega, Luis, Roesch, Jared, Yan, Eddie, Zheng, Lianmin, Fromm, Josh, Jiang, Ziheng, Ceze, Luis, Guestrin, Carlos, Krishnamurthy, Arvind

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Efficient Informative Sensing using Multiple Robots von Singh, A., Krause, A., Guestrin, C., Kaiser, W. J.

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Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks von Krause, Andreas, Leskovec, Jure, Guestrin, Carlos, VanBriesen, Jeanne, Faloutsos, Christos

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Optimal Value of Information in Graphical Models von Krause, A., Guestrin, C.

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ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data von Patel, Liana, Kraft, Peter, Guestrin, Carlos, Zaharia, Matei

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1188-P: Sustained Improvements in Glycemia over Three Years in the Teamwork, Targets, Technology, and Tight Control (Pilot 4T) Study von Prahalad, Priya, Ding, Victoria, Zaharieva, Dessi P, Addala, Ananta, Bishop, Franziska K, Fox, Emily, Guestrin, Carlos, Hood, Korey K, Johari, Ramesh, Scheinker, David, Desai, Manisha, Maahs, David M, Group, T Study

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Connecting Two (or Less) Dots: Discovering Structure in News Articles von Shahaf, Dafna, Guestrin, Carlos

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Simultaneous Optimization of Sensor Placements and Balanced Schedules von Krause, A., Rajagopal, R., Gupta, A., Guestrin, C.

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Efficient Solution Algorithms for Factored MDPs von Guestrin, C., Koller, D., Parr, R., Venkataraman, S.

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Abstract 13358: A Platform for the Personalized Management of Diabetes and Cardiovascular Disease at Population Scale With Data From Multiple Sensors von Senanayake, Ransalu, Ferstad, Johannes O, Thapa, Isha, Giammarino, Flavia, Vasu, Megana, Zaharieva, Dessi, Prahalad, Priya, Maahs, David M, Rosenthal, David N, Rodriguez, Fatima, Bambos, Nicholas, Miller, Daniel, Shin, Andrew, Roth, Stephen J, Guestrin, Carlos, Fox, Emily B, Scheinker, David

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Optimizing Sensing: From Water to the Web von Krause, A., Guestrin, C.

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Uncovering the riffled independence structure of ranked data von Huang, Jonathan, Guestrin, Carlos

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Robust sensor placements at informative and communication-efficient locations von Krause, Andreas, Guestrin, Carlos, Gupta, Anupam, Kleinberg, Jon

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Stochastic roadmap simulation for the study of ligand-protein interactions von Apaydin, Mehmet Serkan, Guestrin, Carlos E, Varma, Chris, Brutlag, Douglas L, Latombe, Jean-Claude

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The Battle of the Water Sensor Networks (BWSN): A Design Challenge for Engineers and Algorithms von Ostfeld, Avi, Uber, James G, Salomons, Elad, Berry, Jonathan W, Hart, William E, Phillips, Cindy A, Watson, Jean-Paul, Dorini, Gianluca, Jonkergouw, Philip, Kapelan, Zoran, di Pierro, Francesco, Khu, Soon-Thiam, Savic, Dragan, Eliades, Demetrios, Polycarpou, Marios, Ghimire, Santosh R, Barkdoll, Brian D, Gueli, Roberto, Huang, Jinhui J, McBean, Edward A, James, William, Krause, Andreas, Leskovec, Jure, Isovitsch, Shannon, Xu, Jianhua, Guestrin, Carlos, VanBriesen, Jeanne, Small, Mitchell, Fischbeck, Paul, Preis, Ami, Propato, Marco, Piller, Olivier, Trachtman, Gary B, Wu, Zheng Yi, Walski, Tom

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