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    First name: Christopher
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    DBLP: r/ChristopherRe
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    Conference paper
    Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu 0002, Christopher Ré.
    Snorkel: A System for Lightweight Extraction.
    CIDR 2017, 8th Biennial Conference on Innovative Data Systems Research, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings 2017 (0) 2017
    Journal article
    Christopher De Sa, Alexander Ratner, Christopher Ré, Jaeho Shin 0001, Feiran Wang, Sen Wu 0002, Ce Zhang.
    Incremental knowledge base construction using DeepDive.
    VLDB J. 2017, Volume 26 (0) 2017
    Conference paper
    Foto N. Afrati, Manas Joglekar, Christopher Ré, Semih Salihoglu, Jeffrey D. Ullman.
    GYM: A Multiround Distributed Join Algorithm.
    20th International Conference on Database Theory, ICDT 2017, March 21-24, 2017, Venice, Italy 2017 (0) 2017
    Conference paper
    Sen Wu 0002, Luke Hsiao, Xiao Cheng, Braden Hancock, Theodoros Rekatsinas, Philip Levis, Christopher Ré.
    Fonduer: Knowledge Base Construction from Richly Formatted Data.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Stephen H. Bach, Bryan Dawei He, Alexander Ratner, Christopher Ré.
    Learning the Structure of Generative Models without Labeled Data.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Jason Alan Fries, Sen Wu 0002, Alexander Ratner, Christopher Ré.
    SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Theodoros Rekatsinas, Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher Ré.
    SLiMFast: Guaranteed Results for Data Fusion and Source Reliability.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Christopher Ré.
    Snorkel: Fast Training Set Generation for Information Extraction.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Benny Kimelfeld, Christopher Ré.
    A Relational Framework for Classifier Engineering.
    Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, PODS 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Ce Zhang, Christopher Ré, Michael J. Cafarella, Jaeho Shin 0001, Feiran Wang, Sen Wu 0002.
    DeepDive: declarative knowledge base construction.
    Commun. ACM 2017, Volume 60 (0) 2017
    Conference paper
    Paroma Varma, Dan Iter, Christopher De Sa, Christopher Ré.
    Flipper: A Systematic Approach to Debugging Training Sets.
    Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017 2017 (0) 2017
    Conference paper
    Peter Bailis, Kunle Olukotun, Christopher Ré, Matei Zaharia.
    Infrastructure for Usable Machine Learning: The Stanford DAWN Project.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Theodoros Rekatsinas, Xu Chu, Ihab F. Ilyas, Christopher Ré.
    HoloClean: Holistic Data Repairs with Probabilistic Inference.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Christopher De Sa, Matthew Feldman, Christopher Ré, Kunle Olukotun.
    Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent.
    Proceedings of the 44th Annual International Symposium on Computer Architecture, ISCA 2017, Toronto, ON, Canada, June 24-28, 2017 2017 (0) 2017
    Journal article
    Jian Zhang, Ioannis Mitliagkas, Christopher Ré.
    YellowFin and the Art of Momentum Tuning.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Stephen H. Bach, Bryan Dawei He, Alexander Ratner, Christopher Ré.
    Learning the Structure of Generative Models without Labeled Data.
    Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 2017 (0) 2017
    Conference paper
    Christopher De Sa, Bryan He, Ioannis Mitliagkas, Christopher Ré, Peng Xu.
    Accelerated Stochastic Power Iteration.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Christopher De Sa, Kunle Olukotun, Christopher Ré.
    Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling.
    Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017 2017 (0) 2017
    Conference paper
    Theodoros Rekatsinas, Xu Chu, Ihab F. Ilyas, Christopher Ré.
    HoloClean: Holistic Data Repairs with Probabilistic Inference.
    PVLDB 2016, Volume 10 (0) 2017
    Conference paper
    Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré.
    Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded.
    PVLDB 2016, Volume 10 (0) 2017
    Journal article
    Emily K. Mallory, Ce Zhang, Christopher Ré, Russ B. Altman.
    Large-scale extraction of gene interactions from full-text literature using DeepDive.
    Bioinformatics 2016, Volume 32 (0) 2016
    Conference paper
    Jiyan Yang, Yinlam Chow, Christopher Ré, Michael W. Mahoney.
    Weighted SGD for
    Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2016, Arlington, VA, USA, January 10-12, 2016 2016 (0) 2016
    Conference paper
    Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom.
    The Beckman report on database research.
    Commun. ACM 2016, Volume 59 (0) 2016
    Journal article
    Christopher De Sa, Kunle Olukotun, Christopher Ré.
    Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Manas Joglekar, Christopher Ré.
    It's All a Matter of Degree: Using Degree Information to Optimize Multiway Joins.
    19th International Conference on Database Theory, ICDT 2016, Bordeaux, France, March 15-18, 2016 2016 (0) 2016
    Journal article
    Ce Zhang, Arun Kumar, Christopher Ré.
    Materialization Optimizations for Feature Selection Workloads.
    ACM Trans. Database Syst. 2016, Volume 41 (0) 2016
    Journal article
    Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré.
    Asynchrony begets Momentum, with an Application to Deep Learning.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Xinghao Pan, Maximilian Lam, Stephen Tu, Dimitris S. Papailiopoulos, Ce Zhang, Michael I. Jordan, Kannan Ramchandran, Christopher Ré, Benjamin Recht.
    CYCLADES: Conflict-free Asynchronous Machine Learning.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Christopher De Sa, Alexander Ratner, Christopher Ré, Jaeho Shin 0001, Feiran Wang, Sen Wu, Ce Zhang.
    DeepDive: Declarative Knowledge Base Construction.
    SIGMOD Record 2016, Volume 45 (0) 2016
    Conference paper
    Ce Zhang, Jaeho Shin 0001, Christopher Ré, Michael J. Cafarella, Feng Niu.
    Extracting Databases from Dark Data with DeepDive.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré.
    EmptyHeaded: A Relational Engine for Graph Processing.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Manas Joglekar, Rohan Puttagunta, Christopher Ré.
    AJAR: Aggregations and Joins over Annotated Relations.
    Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, PODS 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Henry R. Ehrenberg, Jaeho Shin 0001, Alexander J. Ratner, Jason A. Fries, Christopher Ré.
    Data programming with DDLite: putting humans in a different part of the loop.
    Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré.
    Old techniques for new join algorithms: A case study in RDF processing.
    32nd IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2016, Helsinki, Finland, May 16-20, 2016 2016 (0) 2016
    Conference paper
    Michael J. Cafarella, Ihab F. Ilyas, Marcel Kornacker, Tim Kraska, Christopher Ré.
    Dark Data: Are we solving the right problems?
    32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016 2016 (0) 2016
    Conference paper
    Jian Zhang, Christopher De Sa, Ioannis Mitliagkas, Christopher Ré.
    Parallel SGD: When does averaging help?
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Stefan Hadjis, Ce Zhang, Ioannis Mitliagkas, Christopher Ré.
    Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Christopher De Sa, Christopher Ré, Kunle Olukotun.
    Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling.
    Proceedings of the 33nd International Conference on Machine Learning, ICML 2016, New York City, NY, USA, June 19-24, 2016 2016 (0) 2016
    Conference paper
    Scott Sallinen, Nadathur Satish, Mikhail Smelyanskiy, Samantika S. Sury, Christopher Ré.
    High Performance Parallel Stochastic Gradient Descent in Shared Memory.
    2016 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2016, Chicago, IL, USA, May 23-27, 2016 2016 (0) 2016
    Conference paper
    Thomas Palomares, Youssef Ahres, Juhana Kangaspunta, Christopher Ré.
    Wikipedia Knowledge Graph with DeepDive.
    Wiki, Papers from the 2016 ICWSM Workshop, Cologne, Germany, May 17, 2016 2016 (0) 2016
    Conference paper
    Rose Yu, Paroma Varma, Dan Iter, Christopher De Sa, Christopher Ré.
    Socratic Learning.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Albert Gu, Rohan Puttagunta, Christopher Ré, Atri Rudra.
    Recurrence Width for Structured Dense Matrix Vector Multiplication.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Bryan Dawei He, Christopher De Sa, Ioannis Mitliagkas, Christopher Ré.
    Scan Order in Gibbs Sampling: Models in Which it Matters and Bounds on How Much.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Peng Xu, Jiyan Yang, Farbod Roosta-Khorasani, Christopher Ré, Michael W. Mahoney.
    Sub-sampled Newton Methods with Non-uniform Sampling.
    Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain 2016 (0) 2016
    Conference paper
    Bryan Dawei He, Christopher De Sa, Ioannis Mitliagkas, Christopher Ré.
    Scan Order in Gibbs Sampling: Models in Which it Matters and Bounds on How Much.
    Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain 2016 (0) 2016
    Conference paper
    Alexander Ratner, Christopher De Sa, Sen Wu 0002, Daniel Selsam, Christopher Ré.
    Data Programming: Creating Large Training Sets, Quickly.
    Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain 2016 (0) 2016
    Conference paper
    Alexander Ratner, Christopher De Sa, Sen Wu 0002, Daniel Selsam, Christopher Ré.
    Data Programming: Creating Large Training Sets, Quickly.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Mahmoud Abo Khamis, Hung Q. Ngo 0001, Christopher Ré, Atri Rudra.
    Joins via Geometric Resolutions: Worst Case and Beyond.
    ACM Trans. Database Syst. 2016, Volume 41 (0) 2016
    Conference paper
    Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré.
    Asynchrony begets momentum, with an application to deep learning.
    54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016, Monticello, IL, USA, September 27-30, 2016 2016 (0) 2016
    Conference paper
    Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré.
    Old Techniques for New Join Algorithms: A Case Study in RDF Processing.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré.
    Asynchrony begets Momentum, with an Application to Deep Learning
    ETH Zürich (0) 2016
    Journal article
    Sen Wu, Ce Zhang, Feiran Wang, Christopher Ré.
    Incremental Knowledge Base Construction Using DeepDive.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Christopher Ré.
    Jedi: A Storage Manager for SIMD-aware, Worst-case Optimal Join Processing.
    Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), Brussels, Belgium, March 27th, 2015. 2015 (0) 2015
    Journal article
    Christopher R. Aberger, Andres Nötzli, Kunle Olukotun, Christopher Ré.
    EmptyHeaded: Boolean Algebra Based Graph Processing.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Dung T. Nguyen, Molham Aref, Martin Bravenboer, George Kollias, Hung Q. Ngo 0001, Christopher Ré, Atri Rudra.
    Join Processing for Graph Patterns: An Old Dog with New Tricks.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Mahmoud Abo Khamis, Hung Q. Ngo 0001, Christopher Ré, Atri Rudra.
    FAQ: Questions Asked Frequently.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Firas Abuzaid, Stefan Hadjis, Ce Zhang, Christopher Ré.
    Caffe con Troll: Shallow Ideas to Speed Up Deep Learning.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Mahmoud Abo Khamis, Hung Q. Ngo 0001, Christopher Ré, Atri Rudra.
    Joins via Geometric Resolutions: Worst-case and Beyond.
    Proceedings of the 34th ACM Symposium on Principles of Database Systems, PODS 2015, Melbourne, Victoria, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Conference paper
    Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher Ré.
    Exploiting Correlations for Expensive Predicate Evaluation.
    Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Conference paper
    Christopher Ré, Divyakant Agrawal, Magdalena Balazinska, Michael I. Cafarella, Michael I. Jordan, Tim Kraska, Raghu Ramakrishnan.
    Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype?
    Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Conference paper
    Susan Tu, Christopher Ré.
    DunceCap: Query Plans Using Generalized Hypertree Decompositions.
    Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Conference paper
    Adam Perelman, Christopher Ré.
    DunceCap: Compiling Worst-Case Optimal Query Plans.
    Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Conference paper
    Benny Kimelfeld, Christopher Ré.
    A Database Framework for Classifier Engineering.
    Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6 - 8, 2015. 2015 (0) 2015
    Journal article
    Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré.
    Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Christopher De Sa, Christopher Ré, Kunle Olukotun.
    Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems.
    Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015 2015 (0) 2015
    Conference paper
    Jaeho Shin, Sen Wu, Feiran Wang, Christopher De Sa, Ce Zhang, Christopher Ré.
    Incremental Knowledge Base Construction Using DeepDive.
    PVLDB 2014, Volume 8 (0) 2015
    Journal article
    Yuke Zhu, Ce Zhang, Christopher Ré, Li Fei-Fei.
    Building a Large-scale Multimodal Knowledge Base for Visual Question Answering.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Jaeho Shin, Christopher Ré, Michael J. Cafarella.
    Mindtagger: A Demonstration of Data Labeling in Knowledge Base Construction.
    PVLDB 2014, Volume 8 (0) 2015
    Journal article
    Manas Joglekar, Christopher Ré.
    It's all a matter of degree: Using degree information to optimize multiway joins.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Manas Joglekar, Rohan Puttagunta, Christopher Ré.
    Aggregations over Generalized Hypertree Decompositions.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Stefan Hadjis, Firas Abuzaid, Ce Zhang, Christopher Ré.
    Caffe con Troll: Shallow Ideas to Speed Up Deep Learning.
    Proceedings of the Fourth Workshop on Data analytics in the Cloud, DanaC 2015, Melbourne, VIC, Australia, May 31 - June 4, 2015 2015 (0) 2015
    Journal article
    Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré.
    Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Manas Joglekar, Theodoros Rekatsinas, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher Ré.
    Exploiting Features for Data Source Quality Estimation.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Mohamed M. Sabry, Mingyu Gao, Gage Hills, Chi-Shuen Lee, Greg Pitner, Max M. Shulaker, Tony F. Wu, Mehdi Asheghi, Jeffrey Bokor, Franz Franchetti, Kenneth E. Goodson, Christoforos E. Kozyrakis, Igor L. Markov, Kunle Olukotun, Lawrence T. Pileggi, Eric Pop, Jan M. Rabaey, Christopher Ré, H.-S. Philip Wong, Subhasish Mitra.
    Energy-Efficient Abundant-Data Computing: The N3XT 1, 000x.
    IEEE Computer 2015, Volume 48 (0) 2015
    Journal article
    Ji Liu 0002, Stephen J. Wright, Christopher Ré, Victor Bittorf, Srikrishna Sridhar.
    An asynchronous parallel stochastic coordinate descent algorithm.
    Journal of Machine Learning Research 2015, Volume 16 (0) 2015
    Conference paper
    Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré.
    Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width.
    Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada 2015 (0) 2015
    Conference paper
    Sorathan Chaturapruek, John C. Duchi, Christopher Ré.
    Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care.
    Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada 2015 (0) 2015
    Conference paper
    Christopher De Sa, Ce Zhang, Kunle Olukotun, Christopher Ré.
    Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms.
    Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada 2015 (0) 2015
    Conference paper
    Joy P. Ku, Jennifer L. Hicks, Trevor J. Hastie, Jure Leskovec, Christopher Ré, Scott L. Delp.
    The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility.
    JAMIA 2015, Volume 22 (0) 2015
    Conference paper
    Julie Letchner, Magdalena Balazinska, Christopher Ré, Matthai Philipose.
    Approximation trade-offs in a Markovian stream warehouse: An empirical study.
    Inf. Syst. 2014, Volume 39 (0) 2014
    Conference paper
    Christopher Ré.
    Links between Join Processing and Convex Geometry.
    Proc. 17th International Conference on Database Theory (ICDT), Athens, Greece, March 24-28, 2014. 2014 (0) 2014
    Conference paper
    Christopher Ré.
    The Theory of Zeta Graphs with an Application to Random Networks.
    Proc. 17th International Conference on Database Theory (ICDT), Athens, Greece, March 24-28, 2014. 2014 (0) 2014
    Journal article
    Ce Zhang, Christopher Ré.
    DimmWitted: A Study of Main-Memory Statistical Analytics.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Mahmoud Abo Khamis, Hung Q. Ngo 0001, Christopher Ré, Atri Rudra.
    A Resolution-based Framework for Joins: Worst-case and Beyond.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Hung Q. Ngo 0001, Dung T. Nguyen, Christopher Ré, Atri Rudra.
    Beyond worst-case analysis for joins with minesweeper.
    Proceedings of the 33rd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS'14, Snowbird, UT, USA, June 22-27, 2014 2014 (0) 2014
    Conference paper
    Ce Zhang, Arun Kumar, Christopher Ré.
    Materialization optimizations for feature selection workloads.
    International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014 2014 (0) 2014
    Journal article
    Shanan Peters, Ce Zhang, Miron Livny, Christopher Ré.
    A machine-compiled macroevolutionary history of Phanerozoic life.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Ce Zhang, Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu.
    Feature Engineering for Knowledge Base Construction.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Ce Zhang, Christopher Ré.
    DimmWitted: A Study of Main-Memory Statistical Analytics.
    PVLDB 2013, Volume 7 (0) 2014
    Conference paper
    Victor Bittorf, Marcel Kornacker, Christopher Ré, Ce Zhang.
    Tradeoffs in Main-Memory Statistical Analytics from Impala to DimmWitted.
    Proceedings of the 2nd International Workshop on In Memory Data Management and Analytics, IMDM 2014, Hangzhou, China, September 1, 2014. 2014 (0) 2014
    Conference paper
    Benny Kimelfeld, Christopher Ré.
    Transducing Markov sequences.
    J. ACM 2014, Volume 61 (0) 2014
    Conference paper
    Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang.
    Feature Engineering for Knowledge Base Construction.
    IEEE Data Eng. Bull. 2014, Volume 37 (0) 2014
    Conference paper
    Foto N. Afrati, Manas Joglekar, Christopher Ré, Semih Salihoglu, Jeffrey D. Ullman.
    GYM: A Multiround Join Algorithm In MapReduce.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Ji Liu, Steve Wright, Christopher Ré, Victor Bittorf, Srikrishna Sridhar.
    An Asynchronous Parallel Stochastic Coordinate Descent Algorithm.
    Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014 2014 (0) 2014
    Journal article
    Christopher De Sa, Kunle Olukotun, Christopher Ré.
    Global Convergence of Stochastic Gradient Descent for Some Nonconvex Matrix Problems.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher Ré.
    Exploiting Correlations for Expensive Predicate Evaluation.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Yingbo Zhou, Utkarsh Porwal, Ce Zhang, Hung Q. Ngo 0001, Long Nguyen, Christopher Ré, Venu Govindaraju.
    Parallel Feature Selection Inspired by Group Testing.
    Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada 2014 (0) 2014
    Conference paper
    Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom.
    The Beckman Report on Database Research.
    SIGMOD Record 2014, Volume 43 (0) 2014
    Conference paper
    Dung T. Nguyen, Molham Aref, Martin Bravenboer, George Kollias, Hung Q. Ngo 0001, Christopher Ré, Atri Rudra.
    Join Processing for Graph Patterns: An Old Dog with New Tricks.
    Proceedings of the Third International Workshop on Graph Data Management Experiences and Systems, GRADES 2015, Melbourne, VIC, Australia, May 31 - June 4, 2015 2015 (0) 2014
    Conference paper
    Sriraam Natarajan, Jose Picado, Tushar Khot, Kristian Kersting, Christopher Ré, Jude W. Shavlik.
    Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge.
    Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers 2015 (0) 2014
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