Vucetic, Slobodan

22 publications

IJCAI 2025 Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework Vahid Mahzoon, Abigail Liu, Slobodan Vucetic

WACV 2021 Multi-Modal Trajectory Prediction of NBA Players Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic

IJCAI 2021 Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization Hongchang Gao, Hanzi Xu, Slobodan Vucetic

ICML 2020 Growing Adaptive Multi-Hyperplane Machines Nemanja Djuric, Zhuang Wang, Slobodan Vucetic

IJCAI 2019 Medical Concept Representation Learning from Multi-Source Data Tian Bai, Brian L. Egleston, Richard Bleicher, Slobodan Vucetic

ECML-PKDD 2014 Neural Gaussian Conditional Random Fields Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

AAAI 2014 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 Spatial Scan for Disease Mapping on a Mobile Population Liang Lan, Vuk Malbasa, Slobodan Vucetic

MLOSS 2013 BudgetedSVM: A Toolbox for Scalable SVM Approximations Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang

AAAI 2013 Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

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

IJCAI 2013 Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic

MLJ 2013 Supervised Clustering of Label Ranking Data Using Label Preference Information Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic

JMLR 2012 Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training Zhuang Wang, Koby Crammer, Slobodan Vucetic

AAAI 2012 Convex Kernelized Sorting Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic

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

ECML-PKDD 2011 Tracking Concept Change with Incremental Boosting by Minimization of the Evolving Exponential Loss Mihajlo Grbovic, Slobodan Vucetic

ICML 2010 Multi-Class Pegasos on a Budget Zhuang Wang, Koby Crammer, Slobodan Vucetic

AISTATS 2010 Online Passive-Aggressive Algorithms on a Budget Zhuang Wang, Slobodan Vucetic

ECML-PKDD 2004 Feature Selection Filters Based on the Permutation Test Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic

ECML-PKDD 2001 Classification on Data with Biased Class Distribution Slobodan Vucetic, Zoran Obradovic

ICML 2000 Discovering Homogeneous Regions in Spatial Data Through Competition Slobodan Vucetic, Zoran Obradovic