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ORCIDMladen Nikolic
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2020 – today
- 2024
[i17]Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic:
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking. CoRR abs/2402.09865 (2024)- [i16]Momir Adzemovic, Predrag Tadic, Andrija Petrovic, Mladen Nikolic:
Engineering an Efficient Object Tracker for Non-Linear Motion. CoRR abs/2407.00738 (2024) - [i15]Andrija Djurisic, Rosanne Liu, Mladen Nikolic:
Logit Scaling for Out-of-Distribution Detection. CoRR abs/2409.01175 (2024) - 2023
- [j14]Andrija Petrovic, Sandro Radovanovic
, Mladen Nikolic, Boris Delibasic, Milos Jovanovic:
Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks. Appl. Soft Comput. 133: 109893 (2023) - [j13]Andrija Petrovic, Mladen Nikolic, Ugljesa Bugaric, Boris Delibasic, Pietro Liò:
Controlling highway toll stations using deep learning, queuing theory, and differential evolution. Eng. Appl. Artif. Intell. 119: 105683 (2023) - [j12]Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic:
Gaussian conditional random fields for classification. Expert Syst. Appl. 212: 118728 (2023) - [i14]Aleksa Bisercic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Pietro Liò, Andrija Petrovic:
Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models. CoRR abs/2306.05052 (2023) - [i13]Max Zhu, Katarzyna Kobalczyk, Andrija Petrovic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Petro Liò:
Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces. CoRR abs/2311.10051 (2023) - [i12]Max Zhu, Sinisa Stanivuk, Andrija Petrovic, Mladen Nikolic, Pietro Lio:
Incorporating LLM Priors into Tabular Learners. CoRR abs/2311.11628 (2023) - 2022
- [j11]Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic:
FAIR: Fair adversarial instance re-weighting. Neurocomputing 476: 14-37 (2022) - [j10]Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid:
MoËT: Mixture of Expert Trees and its application to verifiable reinforcement learning. Neural Networks 151: 34-47 (2022) - [i11]Djordje Bozic, Predrag Tadic, Mladen Nikolic:
Intrinsically motivated option learning: a comparative study of recent methods. CoRR abs/2206.06007 (2022) - 2021
- [j9]Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Milos Bijanic, Boris Delibasic:
Fair classification via Monte Carlo policy gradient method. Eng. Appl. Artif. Intell. 104: 104398 (2021) - [c5]Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic:
Neural Algorithmic Reasoners are Implicit Planners. NeurIPS 2021: 15529-15542 - [i10]Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic:
Neural Algorithmic Reasoners are Implicit Planners. CoRR abs/2110.05442 (2021) - 2020
- [j8]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:
Chapter One - Teaching graduate students how to review research articles and respond to reviewer comments. Adv. Comput. 116: 1-63 (2020) - [j7]Aleksandar Sekulic, Milan Kilibarda, Gerard B. M. Heuvelink, Mladen Nikolic, Branislav Bajat:
Random Forest Spatial Interpolation. Remote. Sens. 12(10): 1687 (2020) - [i9]Stefan Spalevic, Petar Velickovic, Jovana J. Kovacevic, Mladen Nikolic:
Hierachial Protein Function Prediction with Tails-GNNs. CoRR abs/2007.12804 (2020) - [i8]Andreea Deac, Petar Velickovic, Ognjen Milinkovic, Pierre-Luc Bacon, Jian Tang, Mladen Nikolic:
XLVIN: eXecuted Latent Value Iteration Nets. CoRR abs/2010.13146 (2020) - [i7]Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic:
FAIR: Fair Adversarial Instance Re-weighting. CoRR abs/2011.07495 (2020)
2010 – 2019
- 2019
- [j6]Mladen Nikolic, Vesna Marinkovic, Zoltán Kovács, Predrag Janicic:
Portfolio theorem proving and prover runtime prediction for geometry. Ann. Math. Artif. Intell. 85(2-4): 119-146 (2019) - [i6]Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic:
Gaussian Conditional Random Fields for Classification. CoRR abs/1902.00045 (2019) - [i5]Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid:
MoËT: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees. CoRR abs/1906.06717 (2019) - 2018
- [j5]Milutin Pejovic, Mladen Nikolic, Gerard B. M. Heuvelink, Tomislav Hengl, Milan Kilibarda, Branislav Bajat:
Sparse regression interaction models for spatial prediction of soil properties in 3D. Comput. Geosci. 118: 1-13 (2018) - 2015
- [i4]Mirko Stojadinovic, Mladen Nikolic, Filip Maric:
Short Portfolio Training for CSP Solving. CoRR abs/1505.02070 (2015) - 2013
- [j4]Tomislav Hengl, Mladen Nikolic, R. A. MacMillan:
Mapping efficiency and information content. Int. J. Appl. Earth Obs. Geoinformation 22: 127-138 (2013) - [j3]Mladen Nikolic, Filip Maric, Predrag Janicic:
Simple algorithm portfolio for SAT. Artif. Intell. Rev. 40(4): 457-465 (2013) - [j2]Milena Vujosevic-Janicic, Mladen Nikolic, Dusan Tosic, Viktor Kuncak:
Software verification and graph similarity for automated evaluation of students' assignments. Inf. Softw. Technol. 55(6): 1004-1016 (2013) - 2012
- [j1]Mladen Nikolic:
Measuring similarity of graph nodes by neighbor matching. Intell. Data Anal. 16(6): 865-878 (2012) - [c4]Mladen Nikolic, Predrag Janicic:
CDCL-Based Abstract State Transition System for Coherent Logic. AISC/MKM/Calculemus 2012: 264-279 - [i3]Milena Vujosevic-Janicic, Mladen Nikolic, Dusan Tosic, Viktor Kuncak:
Software Verification and Graph Similarity for Automated Evaluation of Students' Assignments. CoRR abs/1206.7064 (2012) - 2011
- [i2]Mladen Nikolic, Filip Maric, Predrag Janicic:
Simple Algorithm Portfolio for SAT. CoRR abs/1107.0268 (2011) - 2010
- [c3]Mladen Nikolic:
Statistical Methodology for Comparison of SAT Solvers. EMSQMS@IJCAR 2010: 33-38 - [c2]Mladen Nikolic:
Statistical Methodology for Comparison of SAT Solvers. SAT 2010: 209-222 - [i1]Mladen Nikolic:
Measuring Similarity of Graphs and their Nodes by Neighbor Matching. CoRR abs/1009.5290 (2010)
2000 – 2009
- 2009
- [c1]Mladen Nikolic, Filip Maric, Predrag Janicic:
Instance-Based Selection of Policies for SAT Solvers. SAT 2009: 326-340
Coauthor Index
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