Alejandro Molina
Technische Universität Darmstadt
H-index: 17
Europe-Germany
Top articles of Alejandro Molina
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Shifting left for early detection of machine-learning bugs | Ben Liblit Linghui Luo Alejandro Molina Rajdeep Mukherjee Zachary Patterson | 2023/3/3 | |
Next2You: Robust Copresence Detection Based on Channel State Information | ACM Transactions on Internet of Things | Mikhail Fomichev Luis F Abanto-Leon Max Stiegler Alejandro Molina Jakob Link | 2022/2/15 |
Conditional sum-product networks: Modular probabilistic circuits via gate functions | International Journal of Approximate Reasoning | Xiaoting Shao Alejandro Molina Antonio Vergari Karl Stelzner Robert Peharz | 2022/1/1 |
Adaptive rational activations to boost deep reinforcement learning | arXiv preprint arXiv:2102.09407 | Quentin Delfosse Patrick Schramowski Martin Mundt Alejandro Molina Kristian Kersting | 2021/2/18 |
Einsum networks: Fast and scalable learning of tractable probabilistic circuits | Robert Peharz Steven Lang Antonio Vergari Karl Stelzner Alejandro Molina | 2020/11/21 | |
Sum-Product Logic: Integrating Probabilistic Circuits into DeepProbLog | Working Notes of the ICML 2020 Workshop on Bridge Between Perception and Reasoning: Graph Neural Networks and Beyond | Arseny Skryagin Karl Stelzner Alejandro Molina Fabrizio Ventola Zhongjie Yu | 2020 |
SPLog: Sum-Product Logic | Proceedings of the 2nd International Conference on Probabilistic Programming | ARSENY SKRYAGIN KARL STELZNER ALEJANDRO MOLINA FABRIZIO VENTOLA K Kersting | 2020 |
CryptoSPN: Expanding PPML beyond Neural Networks | Amos Treiber Alejandro Molina Christian Weinert Thomas Schneider Kristian Kersting | 2020/11/9 | |
CryptoSPN: Privacy-preserving Sum-Product Network Inference | arXiv preprint arXiv:2002.00801 | Amos Treiber Alejandro Molina Christian Weinert Thomas Schneider Kristian Kersting | 2020/2/3 |
DeepNotebooks: Deep probabilistic models construct python notebooks for reporting datasets | Claas Völcker Alejandro Molina Johannes Neumann Dirk Westermann Kristian Kersting | 2020 | |
Pad\'e Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks | Alejandro Molina Patrick Schramowski Kristian Kersting | 2020 | |
Residual sum-product networks | Fabrizio Ventola Karl Stelzner Alejandro Molina Kristian Kersting | 2020/2/2 | |
Conditional sum-product networks: Imposing structure on deep probabilistic architectures | Xiaoting Shao Alejandro Molina Antonio Vergari Karl Stelzner Robert Peharz | 2020/2/2 |
Co-Authors
