2020

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LiFT: A Scalable Framework for Measuring Fairness in ML Applications
Sriram Vasudevan | Krishnaram Kenthapadi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Explainable AI in Industry: Practical Challenges and Lessons Learned
Krishna Gade | Sahin Cem Geyik | Krishnaram Kenthapadi | Varun Mithal | Ankur Taly
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Privacy-preserving Data Mining in Industry
Krishnaram Kenthapadi | Ilya Mironov | Abhradeep Guha Thakurta
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned
Sarah Bird | Krishnaram Kenthapadi | Emre Kiciman | Margaret Mitchell
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
Privacy-preserving Data Mining in Industry
Krishnaram Kenthapadi | Ilya Mironov | Abhradeep Thakurta
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned
Sarah Bird | Ben Hutchinson | Krishnaram Kenthapadi | Emre Kiciman | Margaret Mitchell
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Talent Search and Recommendation Systems at LinkedIn: Practical Challenges and Lessons Learned
Sahin Cem Geyik | Qi Guo | Bo Hu | Cagri Ozcaglar | Ketan Thakkar | Xianren Wu | Krishnaram Kenthapadi
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Towards Deep and Representation Learning for Talent Search at LinkedIn
Rohan Ramanath | Hakan Inan | Gungor Polatkan | Bo Hu | Qi Guo | Cagri Ozcaglar | Xianren Wu | Krishnaram Kenthapadi | Sahin Cem Geyik
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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PriPeARL: A Framework for Privacy-Preserving Analytics and Reporting at LinkedIn
Krishnaram Kenthapadi | Thanh T. L. Tran
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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Candidate Selection for Large Scale Personalized Search and Recommender Systems
Dhruv Arya | Ganesh Venkataraman | Aman Grover | Krishnaram Kenthapadi
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary
Krishnaram Kenthapadi | Stuart Ambler | Liang Zhang | Deepak Agarwal
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2014

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Similarity Search using Concept Graphs
Rakesh Agrawal | Sreenivas Gollapudi | Anitha Kannan | Krishnaram Kenthapadi
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Studying from electronic textbooks
Rakesh Agrawal | Sreenivas Gollapudi | Anitha Kannan | Krishnaram Kenthapadi
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

doi dblp
Group chats on Twitter
James Cook | Krishnaram Kenthapadi | Nina Mishra
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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Of hammers and nails: an empirical comparison of three paradigms for processing large graphs
Marc Najork | Dennis Fetterly | Alan Halverson | Krishnaram Kenthapadi | Sreenivas Gollapudi
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

2011

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Indexing strategies for graceful degradation of search quality
Shuai Ding | Sreenivas Gollapudi | Samuel Ieong | Krishnaram Kenthapadi | Alexandros Ntoulas
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

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Enriching textbooks with images
Rakesh Agrawal | Sreenivas Gollapudi | Anitha Kannan | Krishnaram Kenthapadi
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Identifying enrichment candidates in textbooks
Rakesh Agrawal | Sreenivas Gollapudi | Anitha Kannan | Krishnaram Kenthapadi
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

2009

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Generating labels from clicks
Rakesh Agrawal | Alan Halverson | Krishnaram Kenthapadi | Nina Mishra | Panayiotis Tsaparas
Proceedings of the Second International Conference on Web Search and Web Data Mining, WSDM 2009, Barcelona, Spain, February 9-11, 2009

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Releasing search queries and clicks privately
Aleksandra Korolova | Krishnaram Kenthapadi | Nina Mishra | Alexandros Ntoulas
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009