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Journal Articles
- 2017
[j4]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): 545-554 (2017)- 2013
- [j3]Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic:
Supervised clustering of label ranking data using label preference information. Mach. Learn. 93(2-3): 191-225 (2013) - [j2]Mihajlo Grbovic, Slobodan Vucetic:
Decentralized Estimation using distortion sensitive learning vector quantization. Pattern Recognit. Lett. 34(9): 963-969 (2013) - [j1]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): 2264-2273 (2013)
Conference and Workshop Papers
- 2024
- [c42]Mihajlo Grbovic, Vladan Radosavljevic, Minmin Chen, Katerina Iliakopoulou-Zanos, Thanasis Noulas, Amit Goyal, Fabrizio Silvestri:
TSMO 2024: Two-sided Marketplace Optimization. KDD 2024: 6716-6717 - [c41]Himan Abdollahpouri, Tonia Danylenko, Masoud Mansoury, Babak Loni, Daniel Russo, Mihajlo Grbovic:
SURE 2024: Workshop on Strategic and Utility-aware REcommendation. RecSys 2024: 1210-1212 - 2022
- [c40]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: 4852-4853 - 2021
- [c39]Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan:
AdKDD 2021. KDD 2021: 4106-4107 - [c38]Liang Wu, Mihajlo Grbovic, Jundong Li:
Toward User Engagement Optimization in 2D Presentation. WSDM 2021: 1047-1055 - 2020
- [c37]Liang Wu, Mihajlo Grbovic:
How Airbnb Tells You Will Enjoy Sunset Sailing in Barcelona? Recommendation in a Two-Sided Travel Marketplace. SIGIR 2020: 2387-2396 - 2018
- [c36]Mihajlo Grbovic, Haibin Cheng:
Real-time Personalization using Embeddings for Search Ranking at Airbnb. KDD 2018: 311-320 - [c35]Djordje Gligorijevic, Jelena Gligorijevic, Aravindan Raghuveer, Mihajlo Grbovic, Zoran Obradovic:
Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks. SIGIR 2018: 1021-1024 - [c34]Mihajlo Grbovic, Thanasis Noulas:
Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth. WSDM 2018: 801-802 - 2017
- [c33]Mihajlo Grbovic:
Search Ranking And Personalization at Airbnb. RecSys 2017: 339-340 - [c32]Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman:
iPhone's Digital Marketplace: Characterizing the Big Spenders. WSDM 2017: 13-21 - [c31]Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman:
Analyzing Uber's Ride-sharing Economy. WWW (Companion Volume) 2017: 574-582 - 2016
- [c30]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: 1139-1148 - [c29]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: 2-11 - [c28]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: 375-384 - [c27]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: 205-214 - [c26]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic:
TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. WSDM 2016: 693-694 - [c25]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: 31-32 - [c24]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: 93-94 - 2015
- [c23]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: 1809-1818 - [c22]Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan:
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. KDD 2015: 1819-1828 - [c21]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati:
Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR 2015: 383-392 - [c20]Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati:
Hate Speech Detection with Comment Embeddings. WWW (Companion Volume) 2015: 29-30 - [c19]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati:
Search Retargeting using Directed Query Embeddings. WWW (Companion Volume) 2015: 37-38 - [c18]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: 199-202 - [c17]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: 248-255 - [c16]Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach:
Evolution of Conversations in the Age of Email Overload. WWW 2015: 603-613 - [c15]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: 1253 - 2014
- [c14]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: 1788-1794 - [c13]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: 869-878 - [c12]Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati:
Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. ICDM 2014: 779-784 - [c11]Mihajlo Grbovic, Slobodan Vucetic:
Generating ad targeting rules using sparse principal component analysis with constraints. WWW (Companion Volume) 2014: 283-284 - 2013
- [c10]Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic:
Distributed confidence-weighted classification on MapReduce. IEEE BigData 2013: 458-466 - [c9]Mihajlo Grbovic, Jon Malkin, Hirakendu Das:
Large scale ad latency analysis. IEEE BigData 2013: 762-767 - [c8]Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic:
Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. IJCAI 2013: 1358-1364 - 2012
- [c7]Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic:
Convex Kernelized Sorting. AAAI 2012: 893-899 - [c6]Mihajlo Grbovic, Christopher R. Dance, Slobodan Vucetic:
Sparse Principal Component Analysis with Constraints. AAAI 2012: 935-941 - [c5]Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic:
Supervised Clustering of Label Ranking Data. SDM 2012: 94-105 - 2011
- [c4]Mihajlo Grbovic, Slobodan Vucetic:
Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss. ECML/PKDD (1) 2011: 516-532 - 2009
- [c3]Mihajlo Grbovic, Slobodan Vucetic:
Decentralized Estimation Using Learning Vector Quantization. DCC 2009: 446 - [c2]Mihajlo Grbovic, Slobodan Vucetic:
Regression Learning Vector Quantization. ICDM 2009: 788-793 - [c1]Mihajlo Grbovic, Slobodan Vucetic:
Learning Vector Quantization with adaptive prototype addition and removal. IJCNN 2009: 994-1001
Informal and Other Publications
- 2019
- [i13]Jiawei Wen, Hossein Vahabi, Mihajlo Grbovic:
Revenue Maximization of Airbnb Marketplace using Search Results. CoRR abs/1911.05887 (2019) - 2017
- [i12]Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Eric Bax, Kristina Lerman:
iPhone's Digital Marketplace: Characterizing the Big Spenders. CoRR abs/1701.07411 (2017) - [i11]Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan:
Proceedings of the 2017 AdKDD & TargetAd Workshop. CoRR abs/1707.03471 (2017) - 2016
- [i10]Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp:
E-commerce in Your Inbox: Product Recommendations at Scale. CoRR abs/1606.07154 (2016) - [i9]Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan:
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. CoRR abs/1606.07189 (2016) - [i8]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 abs/1606.08495 (2016) - [i7]Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati:
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. CoRR abs/1606.08689 (2016) - [i6]Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic:
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests. CoRR abs/1606.08963 (2016) - [i5]Mihajlo Grbovic, Guy Halawi, Zohar S. Karnin, Yoelle Maarek:
How Many Folders Do You Really Need? CoRR abs/1606.09296 (2016) - [i4]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 abs/1607.01869 (2016) - [i3]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 abs/1609.05063 (2016) - 2015
- [i2]Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach:
Evolution of Conversations in the Age of Email Overload. CoRR abs/1504.00704 (2015) - [i1]Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic:
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. CoRR abs/1512.04912 (2015)
Coauthor Index
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