Sahin Cem Geyik

CoRR, 2020

Explainable AI in Industry: Practical Challenges and Lessons Learned.

[BibT_eX]

[DOI]

Krishna Gade

Varun Mithal

Ankur Taly

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Explainable AI in industry: practical challenges and lessons learned: implications tutorial.

[BibT_eX]

[DOI]

Krishna Gade

Varun Mithal

Ankur Taly

Proceedings of the FAT* '20: Conference on Fairness, 2020

Impression Pacing for Jobs Marketplace at LinkedIn.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Entity Personalized Talent Search Models with Tree Interaction Features.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

What's in a Name? Reducing Bias in Bios without Access to Protected Attributes.

[BibT_eX]

[DOI]

Alexandra Chouldechova

Anna Rumshisky

Adam Kalai

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search.

[BibT_eX]

[DOI]

Stuart Ambler

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Explainable AI in Industry.

[BibT_eX]

[DOI]

Krishna Gade

Varun Mithal

Ankur Taly

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting.

[BibT_eX]

[DOI]

Alexandra Chouldechova

Adam Tauman Kalai

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

2018

Talent Search and Recommendation Systems at LinkedIn: Practical Challenges and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Towards Deep and Representation Learning for Talent Search at LinkedIn.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

In-Session Personalization for Talent Search.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Towards Data Quality Assessment in Online Advertising.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Joint Optimization of Multiple Performance Metrics in Online Video Advertising.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

User Clustering in Online Advertising via Topic Models.

[BibT_eX]

[DOI]

Ali Dasdan

Kuang-Chih Lee

CoRR, 2015

Effective Audience Extension in Online Advertising.

[BibT_eX]

[DOI]

Jianqiang Shen

Ali Dasdan

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

From 0.5 Million to 2.5 Million: Efficiently Scaling up Real-Time Bidding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Utilizing correlated node mobility for efficient DTN routing.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2014

Multi-Touch Attribution Based Budget Allocation in Online Advertising.

[BibT_eX]

[DOI]

Abhishek Saxena

Ali Dasdan

Proceedings of the Eighth International Workshop on Data Mining for Online Advertising, 2014

2013

Robust Dynamic Service Composition in Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2013

Grammatical Inference for Modeling Mobility Patterns in Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2013

2012

Network data modeling via grammatical structures.

[BibT_eX]

[DOI]

PhD thesis, 2012

Market mechanisms for resource allocation in pervasive sensor applications.

[BibT_eX]

[DOI]

S. Yousaf Shah

Sanmay Das

Pervasive Mob. Comput., 2012

Utilizing PCFGs for Modeling and Learning Service Compositions in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

Policy-Aware Service Composition in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012

2011

Market mechanisms for Value of Information driven resource allocation in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Sensor Service Selection through Switch Options.

[BibT_eX]

[DOI]

Abbe Mowshowitz

Proceedings of the IEEE International Conference on Services Computing, 2011

2010

Conditional shortest path routing in delay tolerant networks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

Efficient routing in delay tolerant networks with correlated node mobility.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010

PCFG Based Synthetic Mobility Trace Generation.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

Behavior modeling with probabilistic context free grammars.

[BibT_eX]

[DOI]

Jierui Xie

Proceedings of the 13th Conference on Information Fusion, 2010

Dynamic Composition of Services in Sensor Networks.

[BibT_eX]

[DOI]

Dinesh C. Verma

Proceedings of the 2010 IEEE International Conference on Services Computing, 2010

2009

Event Recognition in Sensor Networks by Means of Grammatical Inference.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2007

Biologically Inspired Self Selective Routing with Preferred Path Selection.

[BibT_eX]

[DOI]

Christopher Morrell