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Martin Mladenov
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A step counter service for Java-enabled devices using a built-in accelerometer
M Mladenov, M Mock
Proceedings of the 1st international workshop on context-aware middleware …, 2009
1402009
Exploiting symmetries for scaling loopy belief propagation and relational training
B Ahmadi, K Kersting, M Mladenov, S Natarajan
Machine learning 92 (1), 91-132, 2013
892013
Recsim: A configurable simulation platform for recommender systems
E Ie, C Hsu, M Mladenov, V Jain, S Narvekar, J Wang, R Wu, C Boutilier
arXiv preprint arXiv:1909.04847, 2019
882019
Discovering bits of place histories from people's activity traces
G Andrienko, N Andrienko, M Mladenov, M Mock, C Pölitz
2010 IEEE symposium on visual analytics science and technology, 59-66, 2010
532010
Lifted Linear Programming.
M Mladenov, B Ahmadi, K Kersting
Fifteenth International Conference on Artificial Intelligence and Statistics …, 2012
512012
Dimension reduction via colour refinement
M Grohe, K Kersting, M Mladenov, E Selman
Twenty-second European Symposium on Algorithms, 505-516, 2014
502014
Power Iterated Color Refinement.
K Kersting, M Mladenov, R Garnett, M Grohe
Twenty-Eighth AAAI Conference on Artificial Intelligence, 1904-1910, 2014
442014
Identifying place histories from activity traces with an eye to parameter impact
G Andrienko, N Andrienko, M Mladenov, M Mock, C Politz
IEEE Transactions on Visualization and Computer Graphics 18 (5), 675-688, 2011
422011
Extracting events from spatial time series
G Andrienko, N Andrienko, M Mladenov, M Mock, C Poelitz
2010 14th International Conference Information Visualisation, 48-53, 2010
312010
Efficient Lifting of MAP LP Relaxations Using k-Locality.
M Mladenov, K Kersting, A Globerson
Seventeenth International Conference on Artificial Intelligence and …, 2014
292014
Optimizing long-term social welfare in recommender systems: A constrained matching approach
M Mladenov, E Creager, O Ben-Porat, K Swersky, R Zemel, C Boutilier
International Conference on Machine Learning, 6987-6998, 2020
262020
Efficient Symbolic Integration for Probabilistic Inference.
S Kolb, M Mladenov, S Sanner, V Belle, K Kersting
IJCAI, 5031-5037, 2018
262018
Meta-thompson sampling
B Kveton, M Konobeev, M Zaheer, C Hsu, M Mladenov, C Boutilier, ...
International Conference on Machine Learning, 5884-5893, 2021
252021
Relational linear programming
K Kersting, M Mladenov, P Tokmakov
Artificial Intelligence 244, 188-216, 2017
232017
Lifting relational MAP-LPs using cluster signatures
U Apsel, K Kersting, M Mladenov
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
212014
Lifted Message Passing as Reparametrization of Graphical Models.
M Mladenov, A Globerson, K Kersting
Thirtieth Conference on Uncertainty in Artificial Intelligence, 603-612, 2014
192014
Planning and learning with stochastic action sets
C Boutilier, A Cohen, A Daniely, A Hassidim, Y Mansour, O Meshi, ...
arXiv preprint arXiv:1805.02363, 2018
152018
Color refinement and its applications
M Grohe, K Kersting, M Mladenov, P Schweitzer
Van den Broeck, G.; Kersting, K.; Natarajan, S, 30, 2017
152017
Empirical Bayes regret minimization
CW Hsu, B Kveton, O Meshi, M Mladenov, C Szepesvari
arXiv preprint arXiv:1904.02664, 2019
142019
Equitable Partitions of Concave Free Energies.
M Mladenov, K Kersting
Thirty-first Conference on Uncertainty in Artificial Intelligence, 602-611, 2015
122015
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Articles 1–20