175 entries « 1 of 4 »

2018

Rico Angell, Brittany Johnson, Yuriy Brun, Alexandra Meliou

Themis: Automatically Testing Software for Discrimination Inproceedings Forthcoming

Proceedings of the Demonstrations Track at the The 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Lake Buena Vista, FL, USA, Forthcoming, (demonstration paper).

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Yuriy Brun, Alexandra Meliou

Software Fairness Inproceedings Forthcoming

Proceedings of the New Ideas and Emerging Results Track at the 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Lake Buena Vista, FL, USA, Forthcoming.

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Brian Hentschel, Peter J Haas, Yuanyuan Tian

Temporally-Biased Sampling for Online Model Management Inproceedings

Proceedings of the 21th International Conference on Extending Database Technology, EDBT 2018, Vienna, Austria, March 26-29, 2018., pp. 109–120, 2018.

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Ryan McKenna, Gerome Miklau, Michael Hay, Ashwin Machanavajjhala

Optimizing error of high-dimensional statistical queries under differential privacy Journal Article

PVLDB, 11 (10), pp. 1206–1219, 2018.

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Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou

SQuID: Semantic Similarity-Aware Query Intent Discovery Inproceedings

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD), pp. 1745–1748, 2018, (demonstration paper).

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Yue Wang, Alexandra Meliou, Gerome Miklau

RC-Index: Diversifying Answers to Range Queries Journal Article

PVLDB, 11 (7), pp. 773–786, 2018.

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Xiaolan Wang, Laura Haas, Alexandra Meliou

Explaining Data Integration Journal Article

IEEE Data Engineering Bulletin, 41 (2), pp. 47–58, 2018.

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2017

Ahmed Elgohary, Matthias Boehm, Peter J Haas, Frederick R Reiss, Berthold Reinwald

Compressed linear algebra for large-scale machine learning Journal Article

The VLDB Journal, 2017, ISSN: 0949-877X.

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Haopeng Zhang, Yanlei Diao, Alexandra Meliou

EXstream: Explaining Anomalies in Event Stream Monitoring Inproceedings

Proceedings of the 20th International Conference on Extending Database Technology, EDBT 2017, Venice, Italy, March 21-24, 2017., pp. 156–167, 2017.

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Xiaolan Wang, Alexandra Meliou, Eugene Wu

QFix: Diagnosing errors through query histories Inproceedings

Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD), pp. 1369–1384, 2017.

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Matteo Brucato, Azza Abouzied, Alexandra Meliou

A Scalable Execution Engine for Package Queries Journal Article

SIGMOD Record, 46 (1), pp. 24–31, 2017, ISSN: 0163-5808, (ACM SIGMOD Research Highlight Award).

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Sainyam Galhotra, Yuriy Brun, Alexandra Meliou

Fairness Testing: Testing Software for Discrimination Inproceedings

Proceedings of 2017 11th Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, pp. 498–510, 2017, (ACM SIGSOFT Distinguished Paper Award).

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Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau

Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models Inproceedings

Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017, pp. 478–487, 2017.

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Michael Hay, Liudmila Elagina, Gerome Miklau

Differentially Private Rank Aggregation Inproceedings

Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017., pp. 669–677, 2017.

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Ios Kotsogiannis, Ashwin Machanavajjhala, Michael Hay, Gerome Miklau

Pythia: Data Dependent Differentially Private Algorithm Selection Inproceedings

Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017, pp. 1323–1337, 2017.

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Ios Kotsogiannis, Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Margaret Orr

DIAS: Differentially Private Interactive Algorithm Selection using Pythia Inproceedings

Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017, pp. 1679–1682, 2017.

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Julia Stoyanovich, Bill Howe, Serge Abiteboul, Gerome Miklau, Arnaud Sahuguet, Gerhard Weikum

Fides: Towards a Platform for Responsible Data Science Inproceedings

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, Chicago, IL, USA, June 27-29, 2017, pp. 26:1–26:6, 2017.

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Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau

Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models Journal Article

CoRR, abs/1706.04646 , 2017.

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Abhishek Roy, Yanlei Diao, Uday Evani, Avinash Abhyankar, Clinton Howarth, Rémi Le Priol, Toby Bloom

Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study Inproceedings

Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017, pp. 187–202, 2017.

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Matteo Brucato, Azza Abouzied, Alexandra Meliou

Package queries: efficient and scalable computation of high-order constraints Journal Article

The VLDB Journal, 2017, ([Special Issue on Best Papers of VLDB 2016]).

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2016

Yue Wang, Alexandra Meliou, Gerome Miklau

A Consumer-Centric Market for Database Computation in the Cloud Journal Article

CoRR, abs/1609.02104 , 2016.

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Xiaolan Wang, Alexandra Meliou, Eugene Wu

QFix: Diagnosing errors through query histories Journal Article

CoRR, abs/1601.07539 , 2016.

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Xiaolan Wang, Alexandra Meliou, Eugene Wu

QFix: Demonstrating Error Diagnosis in Query Histories Inproceedings

Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016, pp. 2177–2180, 2016.

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Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou

Scalable Package Queries in Relational Database Systems Journal Article

PVLDB, 9 (7), pp. 576–587, 2016, (Best of VLDB 2016).

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Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang, George Bissias

Exploring Privacy-Accuracy Tradeoffs using DPComp Inproceedings

Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016, pp. 2101–2104, 2016.

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Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang

Principled Evaluation of Differentially Private Algorithms using DPBench Inproceedings

Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016, pp. 139–154, 2016.

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Julia Stoyanovich, Serge Abiteboul, Gerome Miklau

Data Responsibly: Fairness, Neutrality and Transparency in Data Analysis Inproceedings

Proceedings of the 19th International Conference on Extending Database Technology, EDBT 2016, Bordeaux, France, March 15-16, 2016, Bordeaux, France, March 15-16, 2016., pp. 718–719, 2016.

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Yanlei Diao, Michael J. Franklin

High-Performance XML Message Brokering Incollection

Data Stream Management - Processing High-Speed Data Streams, pp. 451–471, 2016.

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Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao

AIDE: An Active Learning-Based Approach for Interactive Data Exploration Journal Article

IEEE Trans. Knowl. Data Eng., 28 (11), pp. 2842–2856, 2016.

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Yue Wang, Alexandra Meliou, Gerome Miklau

Lifting the Haze off the Cloud: A Consumer-Centric Market for Database Computation in the Cloud Journal Article

PVLDB, 10 (4), pp. 373–384, 2016.

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Serge Abiteboul, Gerome Miklau, Julia Stoyanovich, Gerhard Weikum

Data, Responsibly (Dagstuhl Seminar 16291) Journal Article

Dagstuhl Reports, 6 (7), pp. 42–71, 2016.

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Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng

Interactive Data Exploration via Machine Learning Models Journal Article

IEEE Data Eng. Bull., 39 (4), pp. 38–49, 2016.

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2015

Yanlei Diao, Abhishek Roy, Toby Bloom

Building Highly-Optimized, Low-Latency Pipelines for Genomic Data Analysis Inproceedings

CIDR 2015, Seventh Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings, 2015.

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Kivanç Muslu, Yuriy Brun, Alexandra Meliou

Preventing data errors with continuous testing Inproceedings

Proceedings of the 2015 International Symposium on Software Testing and Analysis, ISSTA 2015, Baltimore, MD, USA, July 12-17, 2015, pp. 373–384, 2015.

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Xiaolan Wang, Xin Luna Dong, Alexandra Meliou

Data X-Ray: A Diagnostic Tool for Data Errors Inproceedings

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pp. 1231–1245, 2015.

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Vera Zaychik Moffitt, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau

Collaborative Access Control in WebdamLog Inproceedings

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pp. 197–211, 2015.

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Liping Peng, Yanlei Diao

Supporting Data Uncertainty in Array Databases Inproceedings

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pp. 545–560, 2015.

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Boduo Li, Yanlei Diao, Prashant J. Shenoy

Supporting Scalable Analytics with Latency Constraints Journal Article

PVLDB, 8 (11), pp. 1166–1177, 2015.

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Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng

AIDE: An Automatic User Navigation System for Interactive Data Exploration Journal Article

PVLDB, 8 (12), pp. 1964–1975, 2015.

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Xiaolan Wang, Mary Feng, Yue Wang, Xin Luna Dong, Alexandra Meliou

Error Diagnosis and Data Profiling with Data X-Ray Journal Article

PVLDB, 8 (12), pp. 1984–1995, 2015.

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Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava

Fusing Data with Correlations Journal Article

CoRR, abs/1503.00306 , 2015.

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Li, Chao, Miklau, Gerome

Lower Bounds on the Error of Query Sets Under the Differentially-Private Matrix Mechanism Journal Article

Theory of Computing Systems, pp. 1-43, 2015, ISSN: 1432-4350.

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Chao Li, Gerome Miklau, Michael Hay, Andrew McGregor, Vibhor Rastogi

The matrix mechanism: optimizing linear counting queries under differential privacy Journal Article

The VLDB Journal, pp. 1-25, 2015, ISSN: 1066-8888.

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Matteo Brucato, Juan Felipe Beltran, Azza Abouzied, Alexandra Meliou

Scalable Package Queries in Relational Database Systems Journal Article

CoRR, abs/1512.03564 , 2015.

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Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou

PackageBuilder: From Tuples to Packages Journal Article

CoRR, abs/1507.00942 , 2015.

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Matteo Brucato, Azza Abouzied, Alexandra Meliou

Improving package recommendations through query relaxation Journal Article

CoRR, abs/1507.00819 , 2015.

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Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou

A Characterization of the Complexity of Resilience and Responsibility for Self-join-free Conjunctive Queries Journal Article

CoRR, abs/1507.00674 , 2015.

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Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou

The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries Journal Article

PVLDB, 9 (3), pp. 180–191, 2015.

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Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang

Principled Evaluation of Differentially Private Algorithms using DPBench Journal Article

CoRR, abs/1512.04817 , 2015.

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Yanlei Diao

Explore-By-Example: A New Database Service for Interactive Data Exploration Inproceedings

Proceedings of the Second International Workshop on Exploratory Search in Databases and the Web, ExploreDB 2015, Melbourne, VIC, Australia, May 31 - June 04, 2015, pp. 1, 2015.

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175 entries « 1 of 4 »