Dimitrije Markovic

27 papers C 1Journal 24Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models. CoRR Conor Heins, Toon Van de Maele, Alexander Tschantz, Hampus Linander, Dimitrije Markovic, Tommaso Salvatori, Corrado Pezzato, Ozan Çatal, Ran Wei, Magnus T. Koudahl, Marco Perin, Karl J. Friston, Tim Verbelen, Christopher L. Buckley
2024	J	`jnl`	Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction. IEEE Access Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
2024	J	`jnl`	From pixels to planning: scale-free active inference. CoRR Karl J. Friston, Conor Heins, Tim Verbelen, Lancelot Da Costa, Tommaso Salvatori, Dimitrije Markovic, Alexander Tschantz, Magnus T. Koudahl, Christopher Buckley, Thomas Parr
2024	J	`jnl`	Gradient-free variational learning with conditional mixture networks. CoRR Conor Heins, Hao Wu, Dimitrije Markovic, Alexander Tschantz, Jeff Beck, Christopher Buckley
2024	J	`jnl`	Joint modeling of choices and reaction times based on Bayesian contextual behavioral control. PLoS Comput. Biol. Sarah Schwöbel, Dimitrije Markovic, Michael N. Smolka, Stefan J. Kiebel
2024	—	`conf`	Modelling Agency Perception in a Multi-agent Context in Depression Using Active Inference. IWAI Riddhi J. Pitliya, Dimitrije Markovic, Federica Folesani, Martino Belvederi Murri, Santiago Castiello de Obeso, Robin A. Murphy
2024	J	`jnl`	Reframing the Expected Free Energy: Four Formulations and a Unification. CoRR Théophile Champion, Howard Bowman, Dimitrije Markovic, Marek Grzes
2023	J	`jnl`	Bayesian sparsification for deep neural networks with Bayesian model reduction. CoRR Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
2023	J	`jnl`	Supervised structure learning. CoRR Karl J. Friston, Lancelot Da Costa, Alexander Tschantz, Alex B. Kiefer, Tommaso Salvatori, Victorita Neacsu, Magnus T. Koudahl, Conor Heins, Noor Sajid, Dimitrije Markovic, Thomas Parr, Tim Verbelen, Christopher L. Buckley
2021	J	`jnl`	An empirical evaluation of active inference in multi-armed bandits. CoRR Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel
2021	J	`jnl`	An empirical evaluation of active inference in multi-armed bandits. Neural Networks Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel
2021	J	`jnl`	Editorial: Probabilistic Perspectives on Brain (Dys)function. Frontiers Artif. Intell. Thomas Parr, Dimitrije Markovic, Maxwell James D. Ramstead, Ryan Smith, Casper Hesp, Karl J. Friston
2021	J	`jnl`	Neuronal Sequence Models for Bayesian Online Inference. Frontiers Artif. Intell. Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel
2020	J	`jnl`	Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit. PLoS Comput. Biol. Florian Ott, Dimitrije Markovic, Alexander Strobel, Stefan J. Kiebel
2020	J	`jnl`	Neuronal Sequence Models for Bayesian Online Inference. CoRR Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel
2019	J	`jnl`	Predicting change: Approximate inference under explicit representation of temporal structure in changing environments. PLoS Comput. Biol. Dimitrije Markovic, Andrea M. F. Reiter, Stefan J. Kiebel
2018	J	`jnl`	Active Inference, Belief Propagation, and the Bethe Approximation. Neural Comput. Sarah Schwöbel, Stefan J. Kiebel, Dimitrije Markovic
2018	C	`conf`	Adaptive Interface for Mapping Body Movements to Sounds. EvoMUSART Dimitrije Markovic, Nebojsa Malesevic
2018	J	`jnl`	Deterministic response strategies in a trial-and-error learning task. PLoS Comput. Biol. Holger Mohr, Katharina Zwosta, Dimitrije Markovic, Sebastian Bitzer, Uta Wolfensteller, Hannes Ruge
2018	J	`jnl`	Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals. Complex. Nebojsa Malesevic, Dimitrije Markovic, Gunter Kanitz, Marco Controzzi, Christian Cipriani, Christian Antfolk
2017	—	`conf`	Decoding of individual finger movements from surface EMG signals using vector autoregressive hierarchical hidden Markov models (VARHHMM). ICORR Nebojsa Malesevic, Dimitrije Markovic, Gunter Kanitz, Marco Controzzi, Christian Cipriani, Christian Antfolk
2016	J	`jnl`	Body movement to sound interface with vector autoregressive hierarchical hidden Markov models. CoRR Dimitrije Markovic, Borjana Valcic, Nebojsa Malesevic
2016	J	`jnl`	Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. Frontiers Comput. Neurosci. Dimitrije Markovic, Stefan J. Kiebel
2016	J	`jnl`	Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference. PLoS Comput. Biol. Vahid Rahmati, Knut Kirmse, Dimitrije Markovic, Knut Holthoff, Stefan J. Kiebel
2015	J	`jnl`	Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism. PLoS Comput. Biol. Dimitrije Markovic, Jan Gläscher, Peter Bossaerts, John P. O'Doherty, Stefan J. Kiebel
2012	J	`jnl`	Intrinsic Adaptation in Autonomous Recurrent Neural Networks. Neural Comput. Dimitrije Markovic, Claudius Gros
2011	J	`jnl`	Neuropsychological constraints to human data production on a global scale CoRR Claudius Gros, Gregor Kaczor, Dimitrije Markovic