Artikel

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020)
DeepDB: Learn from Data, Not from Queries!
In: Proceedings of the VLDB Endowment, 13 (7)
doi: 10.14778/3384345.3384349
Artikel, Bibliographie

Fomichev, Mikhail ; Maass, Max ; Almon, Lars ; Molina, Alejandro ; Hollick, Matthias (2019)
Perils of Zero-Interaction Security in the Internet of Things.
In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 3 (1)
doi: 10.1145/3314397
Artikel, Bibliographie

Binnig, Carsten ; Kersting, Kristian ; Molina, Alejandro ; Zgraggen, Emanuel (2018)
DeepVizdom: Deep Interactive Data Exploration.
Artikel, Bibliographie

Mejia, Juan M. ; Chejne, Farid ; Molina, Alejandro ; Sadiki, Amsini (2016)
Scalar Mixing Study at High-Schmidt Regime in a Turbulent Jet Flow Using Large-Eddy Simulation/Filtered Density Function Approach.
In: Journal of Fluids Engineering-Transactions of the Asme, 138 (2)
Artikel, Bibliographie

Pareja, Jhon ; Litterscheid, Christian ; Molina, Alejandro ; Albert, Barbara ; Kaiser, Bernhard ; Dreizler, Andreas (2015)
Effects of doping concentration and co-doping with cerium on the luminescence properties of Gd3Ga5O12:Cr3+ for thermometry applications.
In: Optical Materials, 47
doi: 10.1016/j.optmat.2015.05.052
Artikel, Bibliographie

Pareja, Jhon ; Litterscheid, Christian ; Kaiser, Bernhard ; Euler, Matthias ; Fuhrmann, Norman ; Albert, Barbara ; Molina, Alejandro ; Ziegler, Juergen ; Dreizler, Andreas (2014)
Surface thermometry in combustion diagnostics by sputtered thin films of thermographic phosphors.
In: Applied Physics B-Lasers and Optics, 117
doi: 10.1007/s00340-014-5803-4
Artikel, Bibliographie

Konferenzveröffentlichung

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Expanding PPML beyond Neural Networks.
2020 ACM SIGSAC Conference on Computer and Communications Security (CCS '20). virtual Conference (09.11.2020-13.11.2020)
doi: 10.1145/3411501.3419417
Konferenzveröffentlichung, Bibliographie

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Expanding PPML beyond Neural Networks.
2nd Privacy-Preserving Machine Learning Workshop at CRYPTO 2020. virtual Conference (16.08.2020-16.08.2020)
Konferenzveröffentlichung, Bibliographie

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Privacy-preserving machine learning beyond neural networks.
7th Theory and Practice of Multi-Party Computation Workshop (TPMPC'20). virtual Conference (25.05.2020-04.06.2020)
doi: 10.48550/arXiv.2002.00801
Konferenzveröffentlichung, Bibliographie

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020)
DeepDB: Learn from Data, not from Queries!
46th International Conference on Very Large Data Bases. virtual Conference (31.08.2020-04.09.2020)
Konferenzveröffentlichung, Bibliographie

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Privacy-preserving Sum-Product Network Inference.
24th European Conference on Artificial Intelligence (ECAI'20). Santiago de Compostela (08.06.2020-12.06.2020)
Konferenzveröffentlichung, Bibliographie

Weber, Lukas ; Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Kersting, Kristian ; Koch, Andreas (2019)
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs.
International Conference on Field-Programmable Technology (FPT). Tianjin, China (09.12.2019-13.12.2019)
Konferenzveröffentlichung, Bibliographie

Kulessa, Moritz ; Hilprecht, Benjamin ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2019)
Towards Model-based Approximate Query Processing.
1st International Workshop on Applied AI for Database Systems and Applications (AIDB’19). Los Angeles, USA (26.08.2019-26.08.2019)
Konferenzveröffentlichung, Bibliographie

Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Binnig, Carsten ; Kersting, Kristian ; Koch, Andreas (2018)
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-based Accelerators.
36th International Conference on Computer Design (ICCD). Orlando, USA (07.10.2018-10.10.2018)
doi: 10.1109/ICCD.2018.00060
Konferenzveröffentlichung, Bibliographie