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Alejandro Molina
Alejandro Molina
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Year
DeepDB: Learn from Data, not from Queries!
B Hilprecht, A Schmidt, M Kulessa, A Molina, K Kersting, C Binnig
arXiv preprint arXiv:1909.00607, 2019
2132019
Mixed sum-product networks: A deep architecture for hybrid domains
A Molina, A Vergari, N Di Mauro, S Natarajan, F Esposito, K Kersting
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
1262018
Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning
R Peharz, A Vergari, K Stelzner, A Molina, X Shao, M Trapp, K Kersting, ...
Conference on Uncertainty in Artificial Intelligence (UAI), 2019
1142019
Einsum networks: Fast and scalable learning of tractable probabilistic circuits
R Peharz, S Lang, A Vergari, K Stelzner, A Molina, M Trapp, ...
International Conference on Machine Learning, 7563-7574, 2020
1062020
Pad\'e Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks
A Molina, P Schramowski, K Kersting
International Conference on Learning Representations, 2020
722020
Spflow: An easy and extensible library for deep probabilistic learning using sum-product networks
A Molina, A Vergari, K Stelzner, R Peharz, P Subramani, N Di Mauro, ...
arXiv preprint arXiv:1901.03704, 2019
562019
LTE connectivity and vehicular traffic prediction based on machine learning approaches
C Ide, F Hadiji, L Habel, A Molina, T Zaksek, M Schreckenberg, K Kersting, ...
2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall), 1-5, 2015
482015
Poisson sum-product networks: A deep architecture for tractable multivariate poisson distributions
A Molina, S Natarajan, K Kersting
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
462017
Conditional sum-product networks: Imposing structure on deep probabilistic architectures
X Shao, A Molina, A Vergari, K Stelzner, R Peharz, T Liebig, K Kersting
International Conference on Probabilistic Graphical Models, 401-412, 2020
452020
Automatic Bayesian density analysis
A Vergari, A Molina, R Peharz, Z Ghahramani, K Kersting, I Valera
Proceedings of the AAAI Conference on Artificial Intelligence 33, 5207-5215, 2019
402019
Probabilistic deep learning using random sum-product networks
R Peharz, A Vergari, K Stelzner, A Molina, M Trapp, K Kersting, ...
arXiv preprint arXiv:1806.01910, 2018
352018
Poisson dependency networks: Gradient boosted models for multivariate count data
F Hadiji, A Molina, S Natarajan, K Kersting
Machine Learning 100, 477-507, 2015
352015
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-based Accelerators
L Sommer, J Oppermann, A Molina, C Binnig, K Kersting, A Koch
2018 IEEE 36th International Conference on Computer Design (ICCD), 350-357, 2018
302018
Core dependency networks
A Molina, A Munteanu, K Kersting
Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI …, 2018
282018
Perils of zero-interaction security in the Internet of Things
M Fomichev, M Maass, L Almon, A Molina, M Hollick
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
272019
Öffentlichkeitsorientierung von Wissenschaftsinstitutionen und Wissenschaftsdisziplinen
J Serong, L Koppers, E Luschmann, A Molina Ramirez, K Kersting, ...
Publizistik 62 (2), 153-178, 2017
252017
Sum-product autoencoding: Encoding and decoding representations using sum-product networks
A Vergari, R Peharz, N Di Mauro, A Molina, K Kersting, F Esposito
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
242018
Model-based Approximate Query Processing
M Kulessa, A Molina, C Binnig, B Hilprecht, K Kersting
arXiv preprint arXiv:1811.06224, 2018
172018
Conditional sum-product networks: Modular probabilistic circuits via gate functions
X Shao, A Molina, A Vergari, K Stelzner, R Peharz, T Liebig, K Kersting
International Journal of Approximate Reasoning 140, 298-313, 2022
142022
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs
L Weber, L Sommer, J Oppermann, A Molina, K Kersting, A Koch
2019 International Conference on Field-Programmable Technology (ICFPT), 251-254, 2019
122019
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