Publications By Topic

Visual Analytics:

  1. SeeDB: Visualizing Database Queries Efficiently (Vision Paper), pdf
    Aditya Parameswaran, Neoklis Polyzotis, and Hector Garcia-Molina
    40th International Conf. on Very Large Data Bases (VLDB), Hangzhou, China, Sep 2014

  2. SeeDB: Automatically Generating Query Visualizations (Demo), pdf
    Manasi Vartak, Samuel Madden, Aditya Parameswaran and Neoklis Polyzotis
    Technical Report, April 2014

Approximate Analytics:

  1. Exploiting Correlations for Evaluating Complex Queries, pdf
    Manas Joglekar, Christopher Re, Aditya Parameswaran and Hector Garcia-Molina
    Technical Report, April 2014

  2. NeedleTail: A System for Browsing Queries (Demo), pdf
    Albert Kim, Samuel Madden and Aditya Parameswaran
    Technical Report, April 2014

Human Computation:

  1. Optimal Crowd-Powered Rating and Filtering Algorithms, pdf
    Aditya Parameswaran, Stephen Boyd, Hector Garcia-Molina, Ashish Gupta, Neoklis Polyzotis, and Jennifer Widom
    40th International Conf. on Very Large Data Bases (VLDB), Hangzhou, China, Sep 2014

  2. DataSift: A Crowd-Powered Search Toolkit (Demo), pdf
    Aditya Parameswaran, Ming Han Teh, Hector Garcia-Molina and Jennifer Widom
    SIGMOD International Conf. on Management of Data, Snowbird, Utah, USA, Jun 2014

  3. Crowd-Powered Find Algorithms, pdf
    Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Alon Halevy
    30th International Conf. on Data Engineering (ICDE), Chicago, USA, Apr 2014

  4. Finish Them!: Pricing Algorithms for Human Computation, pdf
    Yihan Gao and Aditya Parameswaran
    Technical Report, March 2014

  5. Comprehensive and Reliable Crowd Assessment Algorithms, pdf
    Manas Joglekar, Hector Garcia-Molina, and Aditya Parameswaran,
    Technical Report, March 2014

  6. An Expressive and Accurate Crowd-Powered Search Toolkit, pdf
    Aditya Parameswaran, Ming Han Teh, Hector Garcia-Molina and Jennifer Widom
    1st Conf. on Human Computation and Crowdsourcing (HCOMP), Palm Springs, USA, Nov 2013

  7. Human-Powered Data Management, pdf
    Aditya Parameswaran
    Doctoral Dissertation, Stanford University, Sep 2013
    (Winner of Stanford University's Arthur Samuel Best Thesis Award 2013-4)

  8. Active Sampling for Entity Matching with Guarantees, pdf
    Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
    ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
    Volume 7(3), Sep 2013

  9. Evaluating the Crowd with Confidence, pdf
    Manas Joglekar, Hector Garcia-Molina and Aditya Parameswaran
    19th International Conf. on Knowledge Discovery and Data Mining (KDD), Chicago, USA, Aug 2013

  10. An Overview of the Deco System: Data Model and Query Language; Query Processing and Optimization, pdf
    Hyunjung Park, Richard Pang, Aditya Parameswaran, Hector Garcia-Molina, Neoklis Polyzotis, and Jennifer Widom
    SIGMOD Record, Volume 41, Dec 2012

  11. Human-Powered Debugging of Large Data Pipelines, pdf
    Nilesh Dalvi, Aditya Parameswaran and Vibhor Rastogi
    25th International Conf. on Neural Information Processing Systems (NIPS), Tahoe, Nevada, USA, Dec 2012

  12. Deco: Declarative Crowdsourcing, pdf
    Aditya Parameswaran, Hyunjung Park, Hector Garcia-Molina, Neoklis Polyzotis and Jennifer Widom
    21th International Conf. on Information and Knowledge Management (CIKM), Maui, Hawaii, USA, Nov 2012

  13. Deco: A System for Declarative Crowdsourcing (Demo), pdf
    Hyunjung Park, Richard Pang, Aditya Parameswaran, Hector Garcia-Molina, Neoklis Polyzotis and Jennifer Widom
    38th International Conf. on Very Large Data Bases (VLDB), Istanbul, Turkey, Sep 2012

  14. Query Processing over Crowdsourced Data, pdf
    Hyunjung Park, Aditya Parameswaran and Jennifer Widom
    Infolab Technical Report, Aug 2012

  15. Active Sampling for Entity Matching, pdf talk
    Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
    18th International Conf. on Knowledge Discovery and Data Mining (KDD), Beijing, China, Aug 2012
    (Invited to: Special Issue of TKDD Journal for KDD 2012 Best Papers.)

  16. Identifying Reliable Workers Swiftly, pdf
    Aditya Ramesh, Aditya Parameswaran, Hector Garcia-Molina and Neoklis Polyzotis
    Infolab Technical Report, Jun 2012

  17. So Who Won? Dynamic Max Discovery with the Crowd, pdf
    Stephen Guo, Aditya Parameswaran and Hector Garcia-Molina
    SIGMOD International Conf. on Management of Data, Scottsdale, Arizona, USA, Jun 2012

  18. CrowdScreen: Algorithms for Filtering Data with Humans, pdf talk
    Aditya Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh and Jennifer Widom
    SIGMOD International Conf. on Management of Data, Scottsdale, Arizona, USA, Jun 2012

  19. Human-assisted Graph Search: It's Okay to Ask Questions, pdf talk
    Aditya Parameswaran, Anish Das Sarma, Hector Garcia-Molina, Neoklis Polyzotis and Jennifer Widom
    37th International Conf. on Very Large Data Bases (VLDB), Seattle, USA, Sep 2011

  20. Answering Queries using Humans, Algorithms and Databases, pdf pptx
    Aditya Parameswaran and Neoklis Polyzotis,
    Conference on Innovative Database Research (CIDR), Asilomar, USA, Jan 2011

Database Theory:

  1. Optimal Crowd-Powered Rating and Filtering Algorithms, pdf
    Aditya Parameswaran, Stephen Boyd, Hector Garcia-Molina, Ashish Gupta, Neoklis Polyzotis, and Jennifer Widom
    40th International Conf. on Very Large Data Bases (VLDB), Hangzhou, China, Sep 2014

  2. Crowd-Powered Find Algorithms, pdf
    Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Alon Halevy
    30th International Conf. on Data Engineering (ICDE), Chicago, USA, Apr 2014

  3. Finish Them!: Pricing Algorithms for Human Computation, pdf
    Yihan Gao and Aditya Parameswaran
    Technical Report, March 2014

  4. Comprehensive and Reliable Crowd Assessment Algorithms, pdf
    Manas Joglekar, Hector Garcia-Molina, and Aditya Parameswaran,
    Technical Report, March 2014

  5. Efficient Parsing-based Keyword Search over Databases, pdf
    Aditya Parameswaran, Raghav Kaushik and Arvind Arasu
    22th International Conf. on Information and Knowledge Management (CIKM), Burlingame, USA, Nov 2013

  6. Active Sampling for Entity Matching with Guarantees, pdf
    Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
    ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
    Volume 7(3), Sep 2013

  7. Evaluating the Crowd with Confidence, pdf
    Manas Joglekar, Hector Garcia-Molina and Aditya Parameswaran
    19th International Conf. on Knowledge Discovery and Data Mining (KDD), Chicago, USA, Aug 2013

  8. Human-Powered Debugging of Large Data Pipelines, pdf
    Nilesh Dalvi, Aditya Parameswaran and Vibhor Rastogi
    25th International Conf. on Neural Information Processing Systems (NIPS), Tahoe, Nevada, USA, Dec 2012

  9. Query Processing over Crowdsourced Data, pdf
    Hyunjung Park, Aditya Parameswaran and Jennifer Widom
    Infolab Technical Report, Aug 2012

  10. Active Sampling for Entity Matching, pdf talk
    Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
    18th International Conf. on Knowledge Discovery and Data Mining (KDD), Beijing, China, Aug 2012
    (Invited to: Special Issue of TKDD Journal for KDD 2012 Best Papers.)

  11. So Who Won? Dynamic Max Discovery with the Crowd, pdf
    Stephen Guo, Aditya Parameswaran and Hector Garcia-Molina
    SIGMOD International Conf. on Management of Data, Scottsdale, Arizona, USA, Jun 2012

  12. CrowdScreen: Algorithms for Filtering Data with Humans, pdf talk
    Aditya Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh and Jennifer Widom
    SIGMOD International Conf. on Management of Data, Scottsdale, Arizona, USA, Jun 2012

  13. Fuzzy Joins using MapReduce, pdf
    Foto Afrati, Anish Das Sarma, David Menestrina, Aditya Parameswaran and Jeffrey D. Ullman
    28th International Conf. on Data Engineering (ICDE), Washington DC, USA, Apr 2012

  14. Human-assisted Graph Search: It's Okay to Ask Questions, pdf talk
    Aditya Parameswaran, Anish Das Sarma, Hector Garcia-Molina, Neoklis Polyzotis and Jennifer Widom
    37th International Conf. on Very Large Data Bases (VLDB), Seattle, USA, Sep 2011

  15. Answering Queries using Humans, Algorithms and Databases, pdf pptx
    Aditya Parameswaran and Neoklis Polyzotis,
    Conference on Innovative Database Research (CIDR), Asilomar, USA, Jan 2011

  16. Synthesizing View Definitions from Data, pdf pptx
    Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Jennifer Widom
    13th International Conf. on Database Theory (ICDT), Lausanne, Switzerland, Mar 2010

Recommendation Systems:

  1. Information Seeking: Convergence of Search, Recommendations and Advertising, pdf
    Hector Garcia-Molina, Georgia Koutrika and Aditya Parameswaran
    Communications of the ACM, Viewpoint Article, Nov 2011

  2. Recommendation Systems with Complex Constraints: A CourseRank Perspective, pdf
    Aditya Parameswaran, Petros Venetis and Hector Garcia-Molina
    Transactions on Information Systems, Volume 29(4), Nov 2011

  3. Evaluating, Combining and Generalizing Recommendations with Prerequisites, pdf pptx
    Aditya Parameswaran, Hector Garcia-Molina and Jeffrey D. Ullman,
    19th International Conf. on Information and Knowledge Management (CIKM), Toronto, Canada, Oct 2010

  4. Recsplorer: Recommendation Algorithms Based on Precedence Mining, pdf pptx
    Aditya Parameswaran, Georgia Koutrika, Benjamin Berkovitz and Hector Garcia-Molina,
    SIGMOD International Conf. on Management of Data, Indianapolis, USA, Jun 2010

  5. Social Sites Research Through CourseRank, pdf
    Benjamin Berkovitz, Filip Kaliszan, Georgia Koutrika, Henry Liou, Aditya Parameswaran, Petros Venetis, Zahra Mohammadi Zadeh and Hector Garcia-Molina,
    SIGMOD Record, Dec 2009

  6. Recommendations with Prerequisites, pdf
    Aditya Parameswaran and Hector Garcia-Molina
    (Short Paper) 3rd ACM Conference on Recommender Systems, New York, USA, Oct 2009

Information Extraction and Data Mining:

  1. Optimal Crowd-Powered Rating and Filtering Algorithms, pdf
    Aditya Parameswaran, Stephen Boyd, Hector Garcia-Molina, Ashish Gupta, Neoklis Polyzotis, and Jennifer Widom
    40th International Conf. on Very Large Data Bases (VLDB), Hangzhou, China, Sep 2014

  2. SeeDB: Visualizing Database Queries Efficiently (Vision Paper), pdf
    Aditya Parameswaran, Neoklis Polyzotis, and Hector Garcia-Molina
    40th International Conf. on Very Large Data Bases (VLDB), Hangzhou, China, Sep 2014

  3. DataSift: A Crowd-Powered Search Toolkit (Demo), pdf
    Aditya Parameswaran, Ming Han Teh, Hector Garcia-Molina and Jennifer Widom
    SIGMOD International Conf. on Management of Data, Snowbird, Utah, USA, Jun 2014

  4. Crowd-Powered Find Algorithms, pdf
    Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Alon Halevy
    30th International Conf. on Data Engineering (ICDE), Chicago, USA, Apr 2014

  5. Finish Them!: Pricing Algorithms for Human Computation, pdf
    Yihan Gao and Aditya Parameswaran
    Technical Report, March 2014

  6. Comprehensive and Reliable Crowd Assessment Algorithms, pdf
    Manas Joglekar, Hector Garcia-Molina, and Aditya Parameswaran,
    Technical Report, March 2014

  7. An Expressive and Accurate Crowd-Powered Search Toolkit, pdf
    Aditya Parameswaran, Ming Han Teh, Hector Garcia-Molina and Jennifer Widom
    1st Conf. on Human Computation and Crowdsourcing (HCOMP), Palm Springs, USA, Nov 2013

  8. Efficient Parsing-based Keyword Search over Databases, pdf
    Aditya Parameswaran, Raghav Kaushik and Arvind Arasu
    22th International Conf. on Information and Knowledge Management (CIKM), Burlingame, USA, Nov 2013

  9. Active Sampling for Entity Matching with Guarantees, pdf
    Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
    ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
    Volume 7(3), Sep 2013

  10. Human-Powered Data Management, pdf
    Aditya Parameswaran
    Doctoral Dissertation, Stanford University, Sep 2013

  11. Human-Powered Debugging of Large Data Pipelines, pdf
    Nilesh Dalvi, Aditya Parameswaran and Vibhor Rastogi
    25th International Conf. on Neural Information Processing Systems (NIPS), Tahoe, Nevada, USA, Dec 2012

  12. Active Sampling for Entity Matching, pdf talk
    Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
    18th International Conf. on Knowledge Discovery and Data Mining (KDD), Beijing, China, Aug 2012
    (Invited to: Special Issue of TKDD Journal for KDD 2012 Best Papers.)

  13. So Who Won? Dynamic Max Discovery with the Crowd, pdf
    Stephen Guo, Aditya Parameswaran and Hector Garcia-Molina
    SIGMOD International Conf. on Management of Data, Scottsdale, Arizona, USA, Jun 2012

  14. CrowdScreen: Algorithms for Filtering Data with Humans, pdf talk
    Aditya Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh and Jennifer Widom
    SIGMOD International Conf. on Management of Data, Scottsdale, Arizona, USA, Jun 2012

  15. Fuzzy Joins using MapReduce, pdf
    Foto Afrati, Anish Das Sarma, David Menestrina, Aditya Parameswaran and Jeffrey D. Ullman
    28th International Conf. on Data Engineering (ICDE), Washington DC, USA, Apr 2012

  16. Information Seeking: Convergence of Search, Recommendations and Advertising, pdf
    Hector Garcia-Molina, Georgia Koutrika and Aditya Parameswaran
    Communications of the ACM, Viewpoint Article, Nov 2011

  17. Optimal Schemes for Robust Web Extraction, pdf talk
    Aditya Parameswaran, Nilesh Dalvi, Hector Garcia-Molina and Rajeev Rastogi
    37th International Conf. on Very Large Data Bases (VLDB), Seattle, USA, Sep 2011

  18. Human-assisted Graph Search: It's Okay to Ask Questions, pdf talk
    Aditya Parameswaran, Anish Das Sarma, Hector Garcia-Molina, Neoklis Polyzotis and Jennifer Widom
    37th International Conf. on Very Large Data Bases (VLDB), Seattle, USA, Sep 2011

  19. Towards the Web of Concepts: Extracting Concepts from Large Datasets, pdf pptx
    Aditya Parameswaran, Hector Garcia-Molina and Anand Rajaraman,
    36th International Conf. on Very Large Data Bases (VLDB), Singapore, Sep 2010
    (Invited to: Special Issue of VLDB Journal for VLDB 2010 Best Papers.)

  20. Recsplorer: Recommendation Algorithms Based on Precedence Mining, pdf pptx
    Aditya Parameswaran, Georgia Koutrika, Benjamin Berkovitz and Hector Garcia-Molina,
    SIGMOD International Conf. on Management of Data, Indianapolis, USA, Jun 2010

Social Networks and Media:

  1. Social Sites Research Through CourseRank, pdf
    Benjamin Berkovitz, Filip Kaliszan, Georgia Koutrika, Henry Liou, Aditya Parameswaran, Petros Venetis, Zahra Mohammadi Zadeh and Hector Garcia-Molina,
    SIGMOD Record, Dec 2009

  2. Blogs as Predictors of Movie Success, pdf
    Eldar Sadikov, Aditya Parameswaran and Petros Venetis,
    AAAI Conf. on Weblogs and Social Media (ICWSM) 2009, San Jose, USA, May 2009

Miscellaneous:

  1. Robust Construction of the Three-dimensional Flow Complex, pdf
    Frederic Cazals, Aditya Parameswaran and Sylvain Pion,
    ACM Symposium on Computational Geometry (SOCG) 2008, Maryland, USA, Jun 2008

  2. Termination of Linear Programs, pdf
    Aditya Parameswaran,
    Undergraduate Thesis, June 2007, IIT Bombay

  3. A Vector approach to Ray Tracing for Reflection and Refraction, pdf
    Yashodhan Kanoria and Aditya Parameswaran,
    Physics Education, Jan-Mar 2006 issue, Vol 22, No.4