متابعة
Alejandro Molina
Alejandro Molina
Amazon
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
3032019
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
1362018
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
1342020
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
1342019
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
932020
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
652019
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
502015
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
492020
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
492017
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
432019
Poisson dependency networks: Gradient boosted models for multivariate count data‏
F Hadiji, A Molina, S Natarajan, K Kersting‏
Machine Learning 100, 477-507, 2015‏
402015
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
362018
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
342018
Core dependency networks‏
A Molina, A Munteanu, K Kersting‏
Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI …, 2018‏
322018
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
312019
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
282018
Öffentlichkeitsorientierung von Wissenschaftsinstitutionen und Wissenschaftsdisziplinen‏
J Serong, L Koppers, E Luschmann, A Molina Ramirez, K Kersting, ...‏
Publizistik 62 (2), 153-178, 2017‏
272017
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
202022
Model-based approximate query processing‏
M Kulessa, A Molina, C Binnig, B Hilprecht, K Kersting‏
arXiv preprint arXiv:1811.06224, 2018‏
202018
Adaptive rational activations to boost deep reinforcement learning‏
Q Delfosse, P Schramowski, M Mundt, A Molina, K Kersting‏
arXiv preprint arXiv:2102.09407, 2021‏
17*2021
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20