Vladan Radosavljevic

According to our database, Vladan Radosavljevic authored at least 50 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks.

Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas-Roelleke, Andreas Damianou

CoRR, 2024

2023

Machine Learning for Streaming Media.

Sudarshan Lamkhede, Praveen Chandar, Vladan Radosavljevic, Amit Goyal, Lan Luo

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

AdKDD 2023.

Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

AdKDD 2022.

Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Wei Liu, Linsey Pang, Vladan Radosavljevic, Suju Rajan, Kexin Xie

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Multi-Modal Trajectory Prediction of NBA Players.

Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

AdKDD 2021.

Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan

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

2020

Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving.

Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Nitin Singh, Jeff Schneider

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

PodRecs: Workshop on Podcast Recommendations.

Ching-Wei Chen, Longqi Yang, Hongyi Wen, Rosie Jones, Vladan Radosavljevic, Hugues Bouchard

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets.

Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019

Homepage personalization at spotify.

Oguz Semerci, Alois Gruson, Catherinee Edwards, Ben Lacker, Clay Gibson, Vladan Radosavljevic

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks.

Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric

Proceedings of the International Conference on Robotics and Automation, 2019

2018

Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks.

Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider

CoRR, 2018

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

Proceedings of the 2017 AdKDD & TargetAd Workshop.

Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan

CoRR, 2017

Analyzing Uber's Ride-sharing Economy.

Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

2016

Smartphone App Categorization for Interest Targeting in Advertising Marketplace.

Vladan Radosavljevic, Mihajlo Grbovic, Nemanja Djuric, Narayan Bhamidipati, Daneo Zhang, Jack Wang, Jiankai Dang, Haiying Huang, Ananth Nagarajan, Peiji Chen

Proceedings of the 25th International Conference on World Wide Web, 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

Proceedings of the 25th International Conference on World Wide Web, 2016

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior.

Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic

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.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens

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.

Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan

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.

Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals.

Nemanja Djuric, Vladan Radosavljevic, Zoran Obradovic, Slobodan Vucetic

IEEE Geosci. Remote. Sens. Lett., 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

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Search Retargeting using Directed Query Embeddings.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Hate Speech Detection with Comment Embeddings.

Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati

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.

Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati

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).

Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati

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.

Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp

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.

Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan

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

2014

Panning for gold: using variograms to select useful connections in a temporal multigraph setting.

Alexey Uversky, Dusan Ramljak, Vladan Radosavljevic, Kosta Ristovski, Zoran Obradovic

Soc. Netw. Anal. Min., 2014

Neural Gaussian Conditional Random Fields.

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Utilizing temporal patterns for estimating uncertainty in interpretable early decision making.

Mohamed F. Ghalwash, Vladan Radosavljevic, Zoran Obradovic

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting.

Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests.

Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment.

Mohamed F. Ghalwash, Vladan Radosavljevic, Zoran Obradovic

Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Extraction of Interpretable Multivariate Patterns for Early Diagnostics.

Mohamed F. Ghalwash, Vladan Radosavljevic, Zoran Obradovic

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Which links should I use?: a variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs.

Alexey Uversky, Dusan Ramljak, Vladan Radosavljevic, Kosta Ristovski, Zoran Obradovic

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs.

Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Multi-dimensional coherence deblending of simultaneous sources.

Heiko Claussen, Vladan Radosavljevic, Justinian Rosca

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A data mining approach for optimization of acute inflammation therapy.

Vladan Radosavljevic, Kosta Ristovski, Zoran Obradovic

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2010

A Data-Mining Technique for Aerosol Retrieval Across Multiple Accuracy Measures.

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

IEEE Geosci. Remote. Sens. Lett., 2010

Predicting Ground-based Aerosol Optical Depth with Satellite Images Via Gaussian Processes.

Goo Jun, Joydeep Ghosh, Vladan Radosavljevic, Zoran Obradovic

Proceedings of the KDIR 2010, 2010

Continuous Conditional Random Fields for Regression in Remote Sensing.

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

Proceedings of the ECAI 2010, 2010

2009

Reduction of ground-based sensor sites for spatio-temporal analysis of aerosols.

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009

2008

Aerosol Optical Depth Prediction from Satellite Obsercations by Multiple Instance Regression.

Zhuang Wang, Vladan Radosavljevic, Bo Han, Zoran Obradovic

Proceedings of the SIAM International Conference on Data Mining, 2008

Spatio-Temporal Partitioning for Improving Aerosol Prediction Accuracy.

Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

Proceedings of the SIAM International Conference on Data Mining, 2008

Reducing Need for Collocated Ground and Satellite based Observations in Statistical Aerosol Optical Depth Estimation.

Debasish Das, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Accelerating of Image Retrieval in CBIR System with Relevance Feedback.

Goran Zajic, Nenad Kojic, Vladan Radosavljevic, Maja Rudinac, Stevan Rudinac, Nikola Reljin, Irini Reljin, Branimir Reljin

EURASIP J. Adv. Signal Process., 2007