Alejandro Molina
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
10
Active years
2015–2024
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | Adaptive Rational Activations to Boost Deep Reinforcement Learning. | Quentin Delfosse, Patrick Schramowski, Martin Mundt, Alejandro Molina, Kristian Kersting |
| 2023 | FM | Shifting Left for Early Detection of Machine-Learning Bugs. | Ben Liblit, Linghui Luo, Alejandro Molina, Rajdeep Mukherjee, Zachary Patterson, Goran Piskachev, Martin Schf, Omer Tripp, Willem Visser |
| 2020 | CCS | CryptoSPN: Expanding PPML beyond Neural Networks. | Amos Treiber, Alejandro Molina, Christian Weinert, Thomas Schneider, Kristian Kersting |
| 2020 | ECAI | CryptoSPN: Privacy-Preserving Sum-Product Network Inference. | Amos Treiber, Alejandro Molina, Christian Weinert, Thomas Schneider, Kristian Kersting |
| 2020 | ICLR | Pad Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks. | Alejandro Molina, Patrick Schramowski, Kristian Kersting |
| 2020 | ICML | Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits. | Robert Peharz, Steven Lang, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Guy Van den Broeck, Kristian Kersting, Zoubin Ghahramani |
| 2019 | AAAI | Automatic Bayesian Density Analysis. | Antonio Vergari, Alejandro Molina, Robert Peharz, Zoubin Ghahramani, Kristian Kersting, Isabel Valera |
| 2019 | KI | Gaussian Lifted Marginal Filtering. | Stefan Ldtke, Alejandro Molina, Kristian Kersting, Thomas Kirste |
| 2019 | UAI | Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning. | Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Xiaoting Shao, Kristian Kersting, Zoubin Ghahramani |
| 2018 | AAAI | Core Dependency Networks. | Alejandro Molina, Alexander Munteanu, Kristian Kersting |
| 2018 | AAAI | Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains. | Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting |
| 2018 | AAAI | Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks. | Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito |
| 2018 | ICCD | Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators. | Lukas Sommer, Julian Oppermann, Alejandro Molina, Carsten Binnig, Kristian Kersting, Andreas Koch |
| 2017 | AAAI | Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions. | Alejandro Molina, Sriraam Natarajan, Kristian Kersting |
| 2015 | VTC | LTE Connectivity and Vehicular Traffic Prediction Based on Machine Learning Approaches. | Christoph Ide, Fabian Hadiji, Lars Habel, Alejandro Molina, Thomas Zaksek, Michael Schreckenberg, Kristian Kersting, Christian Wietfeld |