2015 |
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. |
Supporting Scalable Analytics with Latency Constraints Journal Article PVLDB, 8 (11), pp. 1166–1177, 2015. |
AIDE: An Automatic User Navigation System for Interactive Data Exploration Journal Article PVLDB, 8 (12), pp. 1964–1975, 2015. |
Error Diagnosis and Data Profiling with Data X-Ray Journal Article PVLDB, 8 (12), pp. 1984–1995, 2015. |
Fusing Data with Correlations Journal Article CoRR, abs/1503.00306 , 2015. |
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. |
The matrix mechanism: optimizing linear counting queries under differential privacy Journal Article The VLDB Journal, pp. 1-25, 2015, ISSN: 1066-8888. |
Scalable Package Queries in Relational Database Systems Journal Article CoRR, abs/1512.03564 , 2015. |
PackageBuilder: From Tuples to Packages Journal Article CoRR, abs/1507.00942 , 2015. |
Improving package recommendations through query relaxation Journal Article CoRR, abs/1507.00819 , 2015. |
A Characterization of the Complexity of Resilience and Responsibility for Self-join-free Conjunctive Queries Journal Article CoRR, abs/1507.00674 , 2015. |
The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries Journal Article PVLDB, 9 (3), pp. 180–191, 2015. |
Principled Evaluation of Differentially Private Algorithms using DPBench Journal Article CoRR, abs/1512.04817 , 2015. |
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. |
2014 |
A Data- and Workload-Aware Query Answering Algorithm for Range Queries Under Differential Privacy Journal Article PVLDB, 7 (5), pp. 341–352, 2014. |
A Theory of Pricing Private Data Journal Article ACM Trans. Database Syst., 39 (4), pp. 34, 2014. |
Generating private synthetic databases for untrusted system evaluation Inproceedings IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014, pp. 652–663, 2014. |
Exponential random graph estimation under differential privacy Inproceedings The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014, pp. 921–930, 2014. |
A Data- and Workload-Aware Algorithm for Range Queries Under Differential Privacy Journal Article CoRR, abs/1410.0265 , 2014. |
PackageBuilder: From Tuples to Packages Journal Article PVLDB, 7 (13), pp. 1593–1596, 2014. |
Causality and Explanations in Databases Journal Article PVLDB, 7 (13), pp. 1715–1716, 2014. |
Fusing data with correlations Inproceedings International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, pp. 433–444, 2014. |
PackageBuilder: querying for packages of tuples Inproceedings International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, pp. 1613–1614, 2014. |
Improving package recommendations through query relaxation Inproceedings Proceedings of the First International Workshop on Bringing the Value of "Big Data" to Users, Data4U@VLDB 2014, Hangzhou, China, September 1, 2014, pp. 13, 2014. |
Interactive data exploration based on user relevance feedback Inproceedings Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, ICDE 2014, Chicago, IL, USA, March 31 - April 4, 2014, pp. 292–295, 2014. |
On complexity and optimization of expensive queries in complex event processing Inproceedings International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, pp. 217–228, 2014. |
Explore-by-example: an automatic query steering framework for interactive data exploration Inproceedings International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, pp. 517–528, 2014. |
2013 |
Auditing a database under retention policies Journal Article VLDB J., 22 (2), pp. 203–228, 2013. |
A theory of pricing private data Inproceedings Joint 2013 EDBT/ICDT Conferences, ICDT '13 Proceedings, Genoa, Italy, March 18-22, 2013, pp. 33–44, 2013. |
Optimal error of query sets under the differentially-private matrix mechanism Inproceedings Joint 2013 EDBT/ICDT Conferences, ICDT '13 Proceedings, Genoa, Italy, March 18-22, 2013, pp. 272–283, 2013. |
Rule-based application development using Webdamlog Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013, pp. 965–968, 2013. |
Rule-Based Application Development using Webdamlog Journal Article CoRR, abs/1305.3058 , 2013. |
Introducing Access Control in Webdamlog Journal Article CoRR, abs/1307.8269 , 2013. |
Data debugging with continuous testing Inproceedings Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, ESEC/FSE'13, Saint Petersburg, Russian Federation, August 18-26,, pp. 631–634, 2013. |
Recognizing patterns in streams with imprecise timestamps Journal Article Inf. Syst., 38 (8), pp. 1187–1211, 2013. |
Supporting User-Defined Functions on Uncertain Data Journal Article PVLDB, 6 (6), pp. 469–480, 2013. |
Front Matter Journal Article PVLDB, 6 (9), pp. i–x, 2013. |
Query Steering for Interactive Data Exploration Inproceedings CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings, 2013. |
A Science Fiction Talk Inproceedings CIDR 2013, Sixth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings, 2013. |
SEDGE: Symbolic example data generation for dataflow programs Inproceedings 2013 28th IEEE/ACM International Conference on Automated Software Engineering, ASE 2013, Silicon Valley, CA, USA, November 11-15, 2013, pp. 235–245, 2013. |
2012 |
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy Journal Article PVLDB, 5 (6), pp. 514–525, 2012. |
Differential privacy in data publication and analysis Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012, pp. 601–606, 2012. |
Pricing Aggregate Queries in a Data Marketplace Inproceedings Proceedings of the 15th International Workshop on the Web and Databases 2012, WebDB 2012, Scottsdale, AZ, USA, May 20, 2012, pp. 19–24, 2012. |
Measuring the achievable error of query sets under differential privacy Journal Article CoRR, abs/1202.3399 , 2012. |
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy Journal Article CoRR, abs/1202.3807 , 2012. |
A Theory of Pricing Private Data Journal Article CoRR, abs/1208.5258 , 2012. |
Tiresias: the database oracle for how-to queries Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012, pp. 337–348, 2012. |
Tiresias: a demonstration of how-to queries Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012, pp. 709–712, 2012. |
Massive Genomic Data Processing and Deep Analysis Journal Article PVLDB, 5 (12), pp. 1906–1909, 2012. |
SPIRE: Efficient Data Inference and Compression over RFID Streams Journal Article IEEE Trans. Knowl. Data Eng., 24 (1), pp. 141–155, 2012. |