Publications By Topic

Human Computation:

1. 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

2. Datasift: An Expressive and Accurate Crowd-Powered Search Toolkit, pdf
   Aditya Parameswaran, Ming Han Teh, Hector Garcia-Molina and Jennifer Widom
   Infolab Technical Report, May 2013

3. 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

4. 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

5. 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

6. Active Sampling for Entity Matching with Guarantees, pdf
   Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
   Infolab Technical Report, Sep 2012

7. 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

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

9. Finding with the Crowd, pdf
   Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Alon Halevy
   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. Identifying Reliable Workers Swiftly, pdf
    Aditya Ramesh, Aditya Parameswaran, Hector Garcia-Molina and Neoklis Polyzotis
    Infolab Technical Report, Jun 2012

12. 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

13. 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

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

Database Theory:

1. 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

2. 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

3. Active Sampling for Entity Matching with Guarantees, pdf
   Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
   Infolab Technical Report, Sep 2012

4. Efficient Parsing-based Keyword Search over Databases, pdf
   Aditya Parameswaran, Raghav Kaushik and Arvind Arasu
   Infolab Technical Report, Sep 2012

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

6. Finding with the Crowd, pdf
   Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Alon Halevy
   Infolab Technical Report, Aug 2012

7. 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.)

8. 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

9. 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

10. 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

11. 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

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

13. 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. Datasift: An Expressive and Accurate Crowd-Powered Search Toolkit, pdf
   Aditya Parameswaran, Ming Han Teh, Hector Garcia-Molina and Jennifer Widom
   Infolab Technical Report, May 2013

2. 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

3. Active Sampling for Entity Matching with Guarantees, pdf
   Kedar Bellare, Suresh Iyengar, Aditya Parameswaran and Vibhor Rastogi
   Infolab Technical Report, Sep 2012

4. Efficient Parsing-based Keyword Search over Databases, pdf
   Aditya Parameswaran, Raghav Kaushik and Arvind Arasu
   Infolab Technical Report, Sep 2012

5. Finding with the Crowd, pdf
   Anish Das Sarma, Aditya Parameswaran, Hector Garcia-Molina and Alon Halevy
   Infolab Technical Report, Aug 2012

6. 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.)

7. 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

8. 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

9. 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

10. 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

11. 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

12. 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

13. 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.)

14. 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

3. Anonymization of Social Networks, pdf
   Aditya Parameswaran and Ankur Taly,
   Tech Report, Stanford University, Aug 2008

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, BTech Thesis (Under the supervision of Supratik Chakraborty),
   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