Decentralized Estimation Using Learning Vector Quantization. - Mihajlo Grbovic; Slobodan Vucetic (DCC, 2009)

Regression Learning Vector Quantization. - Mihajlo Grbovic; Slobodan Vucetic (ICDM, 2009)

Learning Vector Quantization with adaptive prototype addition and removal. - Mihajlo Grbovic; Slobodan Vucetic (IJCNN, 2009)

Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss. - Mihajlo Grbovic; Slobodan Vucetic (ECML/PKDD (1), 2011)

Convex Kernelized Sorting. - Nemanja Djuric; Mihajlo Grbovic; Slobodan Vucetic (AAAI, 2012)

Sparse Principal Component Analysis with Constraints. - Mihajlo Grbovic; Christopher R. Dance; Slobodan Vucetic (AAAI, 2012)

Supervised Clustering of Label Ranking Data. - Mihajlo Grbovic; Nemanja Djuric; Slobodan Vucetic (SDM, 2012)

Distributed confidence-weighted classification on MapReduce. - Nemanja Djuric; Mihajlo Grbovic; Slobodan Vucetic (IEEE BigData, 2013)

Large scale ad latency analysis. - Mihajlo Grbovic; Jon Malkin; Hirakendu Das (IEEE BigData, 2013)

Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. - Mihajlo Grbovic; Nemanja Djuric; Slobodan Vucetic (IJCAI, 2013)

Supervised clustering of label ranking data using label preference information. - Mihajlo Grbovic; Nemanja Djuric; Shengbo Guo; Slobodan Vucetic (Mach. Learn., 2013)

Decentralized Estimation using distortion sensitive learning vector quantization. - Mihajlo Grbovic; Slobodan Vucetic (Pattern Recognit. Lett., 2013)

Cold Start Approach for Data-Driven Fault Detection. - Mihajlo Grbovic; Weichang Li; Niranjan A. Subrahmanya; Adam K. Usadi; Slobodan Vucetic (IEEE Trans. Ind. Informatics, 2013)

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. - Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Narayan Bhamidipati; Slobodan Vucetic (AAAI, 2014)

How Many Folders Do You Really Need?: Classifying Email into a Handful of Categories. - Mihajlo Grbovic; Guy Halawi; Zohar Shay Karnin; Yoelle Maarek (CIKM, 2014)

Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. - Nemanja Djuric; Vladan Radosavljevic; Mihajlo Grbovic; Narayan Bhamidipati (ICDM, 2014)

Generating ad targeting rules using sparse principal component analysis with constraints. - Mihajlo Grbovic; Slobodan Vucetic (WWW (Companion Volume), 2014)

Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Ananth Nagarajan (KDD, 2015)

E-commerce in Your Inbox: Product Recommendations at Scale. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Jaikit Savla; Varun Bhagwan; Doug Sharp (KDD, 2015)

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Fabrizio Silvestri; Narayan Bhamidipati (SIGIR, 2015)

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). - Ricardo Baeza-Yates; Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Fabrizio Silvestri (WWW (Companion Volume), 2015)

Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. - Nemanja Djuric; Hao Wu; Vladan Radosavljevic; Mihajlo Grbovic; Narayan Bhamidipati (WWW, 2015)

Hate Speech Detection with Comment Embeddings. - Nemanja Djuric; Jing Zhou; Robin Morris; Mihajlo Grbovic; Vladan Radosavljevic; Narayan Bhamidipati (WWW (Companion Volume), 2015)

Search Retargeting using Directed Query Embeddings. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Narayan Bhamidipati (WWW (Companion Volume), 2015)

queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Narayan Bhamidipati; Jordan Hawker; Caleb Johnson (WWW (Companion Volume), 2015)

Evolution of Conversations in the Age of Email Overload. - Farshad Kooti; Luca Maria Aiello; Mihajlo Grbovic; Kristina Lerman; Amin Mantrach (WWW, 2015)

Network-Efficient Distributed Word2vec Training System for Large Vocabularies. - Erik Ordentlich; Lee Yang; Andy Feng; Peter Cnudde; Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Gavin Owens (CIKM, 2016)

Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes. - Mihajlo Grbovic; Vladan Radosavljevic; Nemanja Djuric; Narayan Bhamidipati; Ananth Nagarajan (#Microposts, 2016)

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic; Fabrizio Silvestri; Ricardo Baeza-Yates; Andrew Feng; Erik Ordentlich; Lee Yang; Gavin Owens (SIGIR, 2016)

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. - Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic (WSDM, 2016)

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. - Farshad Kooti; Kristina Lerman; Luca Maria Aiello; Mihajlo Grbovic; Nemanja Djuric; Vladan Radosavljevic (WSDM, 2016)

Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. - Nemanja Djuric; Mihajlo Grbovic; Vladan Radosavljevic; Jaikit Savla; Varun Bhagwan; Doug Sharp (WWW (Companion Volume), 2016)

Smartphone App Categorization for Interest Targeting in Advertising Marketplace. - Vladan Radosavljevic; Mihajlo Grbovic; Nemanja Djuric; Narayan Bhamidipati; Daneo Zhang; Jack Wang 002; Jiankai Dang; Haiying Huang; Ananth Nagarajan; Peiji Chen (WWW (Companion Volume), 2016)

How Many Folders Do You Really Need? - Mihajlo Grbovic; Guy Halawi; Zohar S. Karnin; Yoelle Maarek (CoRR, 2016)

Search Ranking And Personalization at Airbnb. - Mihajlo Grbovic (RecSys, 2017)

iPhone's Digital Marketplace: Characterizing the Big Spenders. - Farshad Kooti; Mihajlo Grbovic; Luca Maria Aiello; Eric Bax; Kristina Lerman (WSDM, 2017)

Analyzing Uber's Ride-sharing Economy. - Farshad Kooti; Mihajlo Grbovic; Luca Maria Aiello; Nemanja Djuric; Vladan Radosavljevic; Kristina Lerman (WWW (Companion Volume), 2017)

Proceedings of the 2017 AdKDD & TargetAd Workshop. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-Chih Lee; Kun Liu; Vladan Radosavljevic; Suju Rajan (CoRR, 2017)

Modeling Healthcare Quality via Compact Representations of Electronic Health Records. - Jelena Stojanovic; Djordje Gligorijevic; Vladan Radosavljevic; Nemanja Djuric; Mihajlo Grbovic; Zoran Obradovic (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Real-time Personalization using Embeddings for Search Ranking at Airbnb. - Mihajlo Grbovic; Haibin Cheng (KDD, 2018)

Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks. - Djordje Gligorijevic; Jelena Gligorijevic; Aravindan Raghuveer; Mihajlo Grbovic; Zoran Obradovic (SIGIR, 2018)

Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth. - Mihajlo Grbovic; Thanasis Noulas (WSDM, 2018)

Revenue Maximization of Airbnb Marketplace using Search Results. - Jiawei Wen; Hossein Vahabi; Mihajlo Grbovic (CoRR, 2019)

How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace. - Liang Wu 006; Mihajlo Grbovic (SIGIR, 2020)

AdKDD 2021. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-chih Lee; Kun Liu; Vladan Radosavljevic; Suju Rajan (KDD, 2021)

Toward User Engagement Optimization in 2D Presentation. - Liang Wu 006; Mihajlo Grbovic; Jundong Li (WSDM, 2021)

AdKDD 2022. - Abraham Bagherjeiran; Nemanja Djuric; Mihajlo Grbovic; Kuang-Chih Lee; Kun Liu; Wei Liu 007; Linsey Pang; Vladan Radosavljevic; Suju Rajan; Kexin Xie (KDD, 2022)

TSMO 2024: Two-sided Marketplace Optimization. - Mihajlo Grbovic; Vladan Radosavljevic; Minmin Chen; Katerina Iliakopoulou-Zanos; Thanasis Noulas; Amit Goyal; Fabrizio Silvestri (KDD, 2024)

SURE 2024: Workshop on Strategic and Utility-aware REcommendation. - Himan Abdollahpouri; Tonia Danylenko; Masoud Mansoury; Babak Loni; Daniel Russo 001; Mihajlo Grbovic (RecSys, 2024)