Mladen Nikolic

According to our database, Mladen Nikolic authored at least 30 papers between 2009 and 2024.

Collaborative distances:

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

2024

Logit Scaling for Out-of-Distribution Detection.

Andrija Djurisic, Rosanne Liu, Mladen Nikolic

CoRR, 2024

Engineering an Efficient Object Tracker for Non-Linear Motion.

Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic

CoRR, 2024

Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking.

Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic

CoRR, 2024

2023

Controlling highway toll stations using deep learning, queuing theory, and differential evolution.

Andrija Petrovic, Mladen Nikolic, Ugljesa Bugaric, Boris Delibasic, Pietro Liò

Eng. Appl. Artif. Intell., March, 2023

Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks.

Andrija Petrovic, Sandro Radovanovic, Mladen Nikolic, Boris Delibasic, Milos Jovanovic

Appl. Soft Comput., January, 2023

Gaussian conditional random fields for classification.

Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic

Expert Syst. Appl., 2023

Incorporating LLM Priors into Tabular Learners.

Max Zhu, Sinisa Stanivuk, Andrija Petrovic, Mladen Nikolic, Pietro Lio

CoRR, 2023

Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces.

Max Zhu, Katarzyna Kobalczyk, Andrija Petrovic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Petro Liò

CoRR, 2023

Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models.

Aleksa Bisercic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Pietro Liò, Andrija Petrovic

CoRR, 2023

2022

MoËT: Mixture of Expert Trees and its application to verifiable reinforcement learning.

Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid

Neural Networks, 2022

FAIR: Fair adversarial instance re-weighting.

Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic

Neurocomputing, 2022

Intrinsically motivated option learning: a comparative study of recent methods.

Djordje Bozic, Predrag Tadic, Mladen Nikolic

CoRR, 2022

2021

Fair classification via Monte Carlo policy gradient method.

Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Milos Bijanic, Boris Delibasic

Eng. Appl. Artif. Intell., 2021

Neural Algorithmic Reasoners are Implicit Planners.

Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Random Forest Spatial Interpolation.

Aleksandar Sekulic, Milan Kilibarda, Gerard B. M. Heuvelink, Mladen Nikolic, Branislav Bajat

Remote. Sens., 2020

XLVIN: eXecuted Latent Value Iteration Nets.

Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic

CoRR, 2020

Hierachial Protein Function Prediction with Tails-GNNs.

Stefan Spalevic, Petar Velickovic, Jovana J. Kovacevic, Mladen Nikolic

CoRR, 2020

Chapter One - Teaching graduate students how to review research articles and respond to reviewer comments.

Milan Bankovic, Vladimir Filipovic, Jelena Graovac, Jelena Hadzi-Puric, Ali R. Hurson, Aleksandar Kartelj, Jovana J. Kovacevic, Nenad Korolija, Milos Kotlar, Nenad B. Krdzavac, Filip Maric, Sasa N. Malkov, Veljko Milutinovic, Nenad S. Mitic, Stefan Miskovic, Mladen Nikolic, Gordana Pavlovic-Lazetic, Danijela Simic, Miodrag V. Zivkovic

Adv. Comput., 2020

2019

MoËT: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees.

Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid

CoRR, 2019

Portfolio theorem proving and prover runtime prediction for geometry.

Mladen Nikolic, Vesna Marinkovic, Zoltán Kovács, Predrag Janicic

Ann. Math. Artif. Intell., 2019

2018

Sparse regression interaction models for spatial prediction of soil properties in 3D.

Milutin Pejovic, Mladen Nikolic, Gerard B. M. Heuvelink, Tomislav Hengl, Milan Kilibarda, Branislav Bajat

Comput. Geosci., 2018

2015

Short Portfolio Training for CSP Solving.

Mirko Stojadinovic, Mladen Nikolic, Filip Maric

CoRR, 2015

2013

Software verification and graph similarity for automated evaluation of students' assignments.

Milena Vujosevic-Janicic, Mladen Nikolic, Dusan Tosic, Viktor Kuncak

Inf. Softw. Technol., 2013

Simple algorithm portfolio for SAT.

Mladen Nikolic, Filip Maric, Predrag Janicic

Artif. Intell. Rev., 2013

Mapping efficiency and information content.

Tomislav Hengl, Mladen Nikolic, R. A. MacMillan

Int. J. Appl. Earth Obs. Geoinformation, 2013

2012

Measuring similarity of graph nodes by neighbor matching.

Mladen Nikolic

Intell. Data Anal., 2012

CDCL-Based Abstract State Transition System for Coherent Logic.

Mladen Nikolic, Predrag Janicic

Proceedings of the Intelligent Computer Mathematics - 11th International Conference, 2012

2010

Measuring Similarity of Graphs and their Nodes by Neighbor Matching

Mladen Nikolic

CoRR, 2010

Statistical Methodology for Comparison of SAT Solvers.

Mladen Nikolic

Proceedings of the Theory and Applications of Satisfiability Testing, 2010

2009

Instance-Based Selection of Policies for SAT Solvers.

Mladen Nikolic, Filip Maric, Predrag Janicic

Proceedings of the Theory and Applications of Satisfiability Testing, 2009