| 2019 | Design of Power-Efficient FPGA Convolutional Cores with Approximate Log Multiplier. | Leonardo Tavares Oliveira, Min Soo Kim, Alberto A. Del Barrio Garca, Nader Bagherzadeh, Ricardo Menotti |
| 2019 | On the definition of complex structured feature spaces. | Nicol Navarin, Dinh Van Tran, Alessandro Sperduti |
| 2019 | Towards a device-free passive presence detection system with Bluetooth Low Energy beacons. | Maximilian Mnch, Karsten Huffstadt, Frank-Michael Schleif |
| 2019 | Tensor factorization to extract patterns in multimodal EEG data. | Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee, Andr Mouraux, Michel Verleysen |
| 2019 | Deep Autoencoder Feature Extraction for Fault Detection of Elevator Systems. | Krishna Mohan Mishra, Tomi Krogerus, Kalevi Huhtala |
| 2019 | Short-term trajectory planning using reinforcement learning within a neuromorphic control architecture. | Florian Mirus, Benjamin Zorn, Jrg Conradt |
| 2019 | Predicting vehicle behaviour using LSTMs and a vector power representation for spatial positions. | Florian Mirus, Peter Blouw, Terrence C. Stewart, Jrg Conradt |
| 2019 | Human feedback in continuous actor-critic reinforcement learning. | Cristian Milln, Bruno J. T. Fernandes, Francisco Cruz |
| 2019 | Transfer Learning for transferring machine-learning based models among hyperspectral sensors. | Patrick Menz, Andreas Backhaus, Udo Seiffert |
| 2019 | Adversarial robustness of linear models: regularization and dimensionality. | Istvn Megyeri, Istvn Hegeds, Mrk Jelasity |
| 2019 | Progress Towards Graph Optimization: Efficient Learning of Vector to Graph Space Mappings. | Stefan Mautner, Rolf Backofen, Fabrizio Costa |
| 2019 | Interpolation on the manifold of fixed-rank positive-semidefinite matrices for parametric model order reduction: preliminary results. | Estelle M. Massart, Pierre-Yves Gousenbourger, Nguyen Thanh Son, Tatjana Stykel, Pierre-Antoine Absil |
| 2019 | Very Simple Classifier: a concept binary classifier to investigate features based on subsampling and locality. | Luca Masera, Enrico Blanzieri |
| 2019 | Deep hybrid approach for 3D plane segmentation. | Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Now |
| 2019 | Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction. | Matteo Maggiolo, Gerasimos Spanakis |
| 2019 | TrIK-SVM : an alternative decomposition for kernel methods in Kreı̆n spaces. | Galle Loosli |
| 2019 | Modal sense classification with task-specific context embeddings. | Bo Li, Mathieu Dehouck, Pascal Denis |
| 2019 | Deep Weisfeiler-Lehman assignment kernels via multiple kernel learning. | Nils M. Kriege |
| 2019 | Conditional BRUNO: a neural process for exchangeable labelled data. | Iryna Korshunova, Yarin Gal, Arthur Gretton, Joni Dambre |
| 2019 | Modeling Sparse Data as Input for Weightless Neural Network. | Luis Filipe Kopp, Jos Barbosa-Filho, Priscila Machado Vieira Lima, Claudio M. de Farias |
| 2019 | A Simple and Effective Scheme for Data Pre-processing in Extreme Classification. | Sujay Khandagale, Rohit Babbar |
| 2019 | Model selection for Extreme Minimal Learning Machine using sampling. | Tommi Krkkinen |
| 2019 | Hybrid vibration signal monitoring approach for rolling element bearings. | Jarno Kansanaho, Tommi Krkkinen |
| 2019 | interpretable dynamics models for data-efficient reinforcement learning. | Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek |
| 2019 | Online Bayesian Shrinkage Regression. | Waqas Jamil, Abdelhamid Bouchachia |