Mihajlo Grbovic

According to our database1, Mihajlo Grbovic authored at least 46 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Toward User Engagement Optimization in 2D Presentation.
Proceedings of the WSDM '21, 2021

AdKDD 2021.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019
Revenue Maximization of Airbnb Marketplace using Search Results.
CoRR, 2019

2018
Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Real-time Personalization using Embeddings for Search Ranking at Airbnb.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Modeling Healthcare Quality via Compact Representations of Electronic Health Records.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Proceedings of the 2017 AdKDD & TargetAd Workshop.
CoRR, 2017

Analyzing Uber's Ride-sharing Economy.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

iPhone's Digital Marketplace: Characterizing the Big Spenders.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Search Ranking And Personalization at Airbnb.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016
How Many Folders Do You Really Need?
CoRR, 2016

Smartphone App Categorization for Interest Targeting in Advertising Marketplace.
Proceedings of the 25th International Conference on World Wide Web, 2016

Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts.
Proceedings of the 25th International Conference on World Wide Web, 2016

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes.
Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016

Network-Efficient Distributed Word2vec Training System for Large Vocabularies.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Evolution of Conversations in the Age of Email Overload.
Proceedings of the 24th International Conference on World Wide Web, 2015

queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Search Retargeting using Directed Query Embeddings.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Hate Speech Detection with Comment Embeddings.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content.
Proceedings of the 24th International Conference on World Wide Web, 2015

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract).
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

E-commerce in Your Inbox: Product Recommendations at Scale.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Gender and Interest Targeting for Sponsored Post Advertising at Tumblr.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014
Generating ad targeting rules using sparse principal component analysis with constraints.
Proceedings of the 23rd International World Wide Web Conference, 2014

Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

How Many Folders Do You Really Need?: Classifying Email into a Handful of Categories.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Cold Start Approach for Data-Driven Fault Detection.
IEEE Trans. Ind. Informatics, 2013

Decentralized Estimation using distortion sensitive learning vector quantization.
Pattern Recognit. Lett., 2013

Supervised clustering of label ranking data using label preference information.
Mach. Learn., 2013

Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation.
Proceedings of the IJCAI 2013, 2013

Large scale ad latency analysis.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Distributed confidence-weighted classification on MapReduce.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Supervised Clustering of Label Ranking Data.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Sparse Principal Component Analysis with Constraints.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Convex Kernelized Sorting.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2009
Learning Vector Quantization with adaptive prototype addition and removal.
Proceedings of the International Joint Conference on Neural Networks, 2009

Regression Learning Vector Quantization.
Proceedings of the ICDM 2009, 2009

Decentralized Estimation Using Learning Vector Quantization.
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009


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