| 2019 | Defending against poisoning attacks in online learning settings. | Greg Collinge, Emil C. Lupu, Luis Muoz-Gonzlez |
| 2019 | lightweight autonomous bayesian optimization of Echo-State Networks. | Luca Cerina, Giuseppe Franco, Marco Domenico Santambrogio |
| 2019 | Trust, law and ideology in a NN agent model of the US Appellate Courts. | Nestor Caticha, Felippe Alves |
| 2019 | Experimental study of the neuron-level mechanisms emerging from backpropagation. | Simon Carbonnelle, Christophe De Vleeschouwer |
| 2019 | MAP best performances prediction for endurance runners. | ngel Campo, Marc Francaux, Laurent Baijot, Michel Verleysen |
| 2019 | Active one-shot learning with Prototypical Networks. | Rinu Boney, Alexander Ilin |
| 2019 | Class-aware t-SNE: cat-SNE. | Cyril de Bodt, Dounia Mulders, Daniel Lpez Snchez, Michel Verleysen, John A. Lee |
| 2019 | Recent trends in streaming data analysis, concept drift and analysis of dynamic data sets. | Albert Bifet, Barbara Hammer, Frank-Michael Schleif |
| 2019 | Statistical physics of learning and inference. | Michael Biehl, Nestor Caticha, Manfred Opper, Thomas Villmann |
| 2019 | Application of deep neural networks for automatic planning in radiation oncology treatments. | Ana M. Barragan-Montero, Dan Nguyen, Weiguo Lu, Mu-Han Lin, Xavier Geets, Edmond Sterpin, Steve B. Jiang |
| 2019 | Efficient learning of email similarities for customer support. | Jelle Bakker, Kerstin Bunte |
| 2019 | Graph generation by sequential edge prediction. | Davide Bacciu, Alessio Micheli, Marco Podda |
| 2019 | Societal Issues in Machine Learning: When Learning from Data is Not Enough. | Davide Bacciu, Battista Biggio, Paulo Lisboa, Jos D. Martn, Luca Oneto, Alfredo Vellido |
| 2019 | Complex Valued Gated Auto-encoder for Video Frame Prediction. | Niloofar Azizi, Nils Wandel, Sven Behnke |
| 2019 | Bridging face and sound modalities through domain adaptation metric learning. | Christos Athanasiadis, Enrique Hortal, Stylianos Asteriadis |
| 2019 | Memory Efficient Weightless Neural Network using Bloom Filter. | Leandro Santiago de Arajo, Letcia Dias Verona, Fbio Medeiros Rangel, Fabrcio Firmino de Faria, Daniel Sadoc Menasch, Wouter Caarls, Maurcio Breternitz, Sandip Kundu, Priscila Machado Vieira Lima, Felipe Maia Galvo Frana |
| 2019 | A best-first branch-and-bound search for solving the transductive inference problem using support vector machines. | Hygor Xavier Arajo, Raul Fonseca Neto, Saulo Moraes Villela |
| 2019 | Explaining classification systems using sparse dictionaries. | Andrea Apicella, Francesco Isgr, Roberto Prevete, Andrea Sorrentino, Guglielmo Tamburrini |
| 2019 | Deep RL for autonomous robots: limitations and safety challenges. | Olov Andersson, Patrick Doherty |
| 2019 | Systems with 'subjective feelings' - the perspective from weightless automata. | Igor Aleksander, Helen Morton |
| 2019 | On the Speedup of Deep Reinforcement Learning Deep Q-Networks (RL-DQNs). | Anas Albaghajati, Lahouari Ghouti |
| 2019 | Committees as Artificial Organisms - Evolution and Adaptation. | Roberto Alamino |
| 2019 | Beyond Pham's algorithm for joint diagonalization. | Pierre Ablin, Jean-Franois Cardoso, Alexandre Gramfort |
| 2019 | Variational auto-encoders with Student's t-prior. | Najmeh Abiri, Mattias Ohlsson |
| 2018 | Controlling biological neural networks with deep reinforcement learning. | Jan Wlfing, Sreedhar S. Kumar, Joschka Boedecker, Martin A. Riedmiller, Ulrich Egert |