Mihajlo Grbovic

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 30

Top Topics

Sponsored Search

User Engagement

Sparse Principal Component Analysis

Top Venues

WWW (Companion Volume)

Publications

Mihajlo Grbovic, Vladan Radosavljevic, Minmin Chen, Katerina Iliakopoulou-Zanos, Thanasis Noulas, Amit Goyal, Fabrizio Silvestri
TSMO 2024: Two-sided Marketplace Optimization. KDD (2024)
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Wei Liu, Linsey Pang, Vladan Radosavljevic, Suju Rajan, Kexin Xie
AdKDD 2022. KDD (2022)
Liang Wu, Mihajlo Grbovic, Jundong Li
Toward User Engagement Optimization in 2D Presentation. WSDM (2021)
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
AdKDD 2021. KDD (2021)
Liang Wu, Mihajlo Grbovic
How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace. SIGIR (2020)
Jiawei Wen, Hossein Vahabi, Mihajlo Grbovic
Revenue Maximization of Airbnb Marketplace using Search Results. CoRR (2019)
Mihajlo Grbovic, Thanasis Noulas
Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth. WSDM (2018)
Mihajlo Grbovic, Haibin Cheng
Real-time Personalization using Embeddings for Search Ranking at Airbnb. KDD (2018)
Djordje Gligorijevic, Jelena Gligorijevic, Aravindan Raghuveer, Mihajlo Grbovic, Zoran Obradovic
Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks. SIGIR (2018)
Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman
iPhone's Digital Marketplace: Characterizing the Big Spenders. WSDM (2017)
Jelena Stojanovic, Djordje Gligorijevic, Vladan Radosavljevic, Nemanja Djuric, Mihajlo Grbovic, Zoran Obradovic
Modeling Healthcare Quality via Compact Representations of Electronic Health Records. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (3) (2017)
Mihajlo Grbovic
Search Ranking And Personalization at Airbnb. RecSys (2017)
Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman
iPhone's Digital Marketplace: Characterizing the Big Spenders. CoRR (2017)
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
Proceedings of the 2017 AdKDD & TargetAd Workshop. CoRR (2017)
Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman
Analyzing Uber's Ride-sharing Economy. WWW (Companion Volume) (2017)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. CoRR (2016)
Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens
Network-Efficient Distributed Word2vec Training System for Large Vocabularies. CoRR (2016)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp
Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. CoRR (2016)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. CoRR (2016)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests. CoRR (2016)
Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. CoRR (2016)
Vladan Radosavljevic, Mihajlo Grbovic, Nemanja Djuric, Narayan Bhamidipati, Daneo Zhang, Jack Wang, Jiankai Dang, Haiying Huang, Ananth Nagarajan, Peiji Chen
Smartphone App Categorization for Interest Targeting in Advertising Marketplace. WWW (Companion Volume) (2016)
Mihajlo Grbovic, Guy Halawi, Zohar S. Karnin, Yoelle Maarek
How Many Folders Do You Really Need? CoRR (2016)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp
Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. WWW (Companion Volume) (2016)
Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. WSDM (2016)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. WSDM (2016)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR (2016)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp
E-commerce in Your Inbox: Product Recommendations at Scale. CoRR (2016)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes. #Microposts (2016)
Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens
Network-Efficient Distributed Word2vec Training System for Large Vocabularies. CIKM (2016)
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
Evolution of Conversations in the Age of Email Overload. WWW (2015)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp
E-commerce in Your Inbox: Product Recommendations at Scale. KDD (2015)
Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati
Hate Speech Detection with Comment Embeddings. WWW (Companion Volume) (2015)
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
Evolution of Conversations in the Age of Email Overload. CoRR (2015)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. KDD (2015)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati
Search Retargeting using Directed Query Embeddings. WWW (Companion Volume) (2015)
Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. CoRR (2015)
Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri
Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). WWW (Companion Volume) (2015)
Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. WWW (2015)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati
Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR (2015)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati, Jordan Hawker, Caleb Johnson
queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries. WWW (Companion Volume) (2015)
Mihajlo Grbovic, Guy Halawi, Zohar Shay Karnin, Yoelle Maarek
How Many Folders Do You Really Need?: Classifying Email into a Handful of Categories. CIKM (2014)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. AAAI (2014)
Mihajlo Grbovic, Slobodan Vucetic
Generating ad targeting rules using sparse principal component analysis with constraints. WWW (Companion Volume) (2014)
Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. ICDM (2014)
Mihajlo Grbovic, Jon Malkin, Hirakendu Das
Large scale ad latency analysis. IEEE BigData (2013)
Mihajlo Grbovic, Slobodan Vucetic
Decentralized Estimation using distortion sensitive learning vector quantization. Pattern Recognit. Lett. 34 (9) (2013)
Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic
Supervised clustering of label ranking data using label preference information. Mach. Learn. 93 (2-3) (2013)
Mihajlo Grbovic, Weichang Li, Niranjan A. Subrahmanya, Adam K. Usadi, Slobodan Vucetic
Cold Start Approach for Data-Driven Fault Detection. IEEE Trans. Ind. Informatics 9 (4) (2013)
Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
Distributed confidence-weighted classification on MapReduce. IEEE BigData (2013)
Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. IJCAI (2013)
Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
Supervised Clustering of Label Ranking Data. SDM (2012)
Mihajlo Grbovic, Christopher R. Dance, Slobodan Vucetic
Sparse Principal Component Analysis with Constraints. AAAI (2012)
Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
Convex Kernelized Sorting. AAAI (2012)
Mihajlo Grbovic, Slobodan Vucetic
Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss. ECML/PKDD (1) (2011)
Mihajlo Grbovic, Slobodan Vucetic
Learning Vector Quantization with adaptive prototype addition and removal. IJCNN (2009)
Mihajlo Grbovic, Slobodan Vucetic
Regression Learning Vector Quantization. ICDM (2009)
Mihajlo Grbovic, Slobodan Vucetic
Decentralized Estimation Using Learning Vector Quantization. DCC (2009)