Oliver De Candido

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 20

Top Topics

Driving Behavior

Efficiently Learnable

Top Venues

IEEE Trans. Intell. Veh.

Publications

Oliver De Candido, Michael Koller, Wolfgang Utschick
Encouraging Validatable Features in Machine Learning-Based Highly Automated Driving Functions. IEEE Trans. Intell. Veh. 8 (2) (2023)
Maximilian Henneberg, Chloe Eghtebas, Oliver De Candido, Kai Kunze, Jamie A. Ward
Detecting an Offset-Adjusted Similarity Score based on Duchenne Smiles. CHI Extended Abstracts (2023)
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows. ITSC (2023)
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows. CoRR (2023)
Kathrin Klein, Oliver De Candido, Wolfgang Utschick
Interpretable Classifiers Based on Time-Series Motifs for Lane Change Prediction. IEEE Trans. Intell. Veh. 8 (7) (2023)
Oliver De Candido, Xinyang Li, Wolfgang Utschick
An Analysis of Distributional Shifts in Automated Driving Functions in Highway Scenarios. VTC Spring (2022)
Oliver De Candido, Maximilian Binder, Wolfgang Utschick
An Interpretable Lane Change Detector Algorithm based on Deep Autoencoder Anomaly Detection. IV (2021)
Tobias Uelwer, Felix Michels, Oliver De Candido
Learning to Detect Adversarial Examples Based on Class Scores. KI (2021)
Fabian Konstantinidis, Ulrich Hofmann, Moritz Sackmann, Jörn Thielecke, Oliver De Candido, Wolfgang Utschick
Parameter Sharing Reinforcement Learning for Modeling Multi-Agent Driving Behavior in Roundabout Scenarios. ITSC (2021)
Oliver Gallitz, Oliver De Candido, Michael Botsch, Wolfgang Utschick
Interpretable Early Prediction of Lane Changes Using a Constrained Neural Network Architecture. ITSC (2021)
Tobias Uelwer, Felix Michels, Oliver De Candido
Learning to Detect Adversarial Examples Based on Class Scores. CoRR (2021)
Philipp Joppich, Sebastian Dorn, Oliver De Candido, Wolfgang Utschick, Jakob Knollmüller
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders. CoRR (2021)
Oliver Gallitz, Oliver De Candido, Michael Botsch, Ron Melz, Wolfgang Utschick
Interpretable Machine Learning Structure for an Early Prediction of Lane Changes. ICANN (1) (2020)
Oliver De Candido, Michael Koller, Oliver Gallitz, Ron Melz, Michael Botsch, Wolfgang Utschick
Towards Feature Validation in Time to Lane Change Classification using Deep Neural Networks. ITSC (2020)
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek
Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems. IEEE Trans. Wirel. Commun. 18 (1) (2019)
Oliver Gallitz, Oliver De Candido, Michael Botsch, Wolfgang Utschick
Interpretable Feature Generation using Deep Neural Networks and its Application to Lane Change Detection. ITSC (2019)
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek
Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems. CoRR (2018)
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek
Are Traditional Signal Processing Techniques Rate Maximizing in Quantized SU-MISO Systems? GLOBECOM (2017)
Hela Jedda, Leonardo Gomes Baltar, Oliver De Candido, Amine Mezghani, Josef A. Nossek
DFE/THP duality for FBMC with highly frequency selective channels. CoRR (2017)
Oliver De Candido, Sher Ali Cheema, Leonardo Gomes Baltar, Martin Haardt, Josef A. Nossek
Downlink Precoder and Equalizer Designs for Multi-User MIMO FBMC/OQAM. WSA (2016)
Hela Jedda, Leonardo Gomes Baltar, Oliver De Candido, Amine Mezghani, Josef A. Nossek
DFE/THP duality for FBMC with highly frequency selective channels. EUSIPCO (2015)
Oliver De Candido, Leonardo Gomes Baltar, Amine Mezghani, Josef A. Nossek
SIMO/MISO MSE-Duality for Multi-User FBMC with Highly Frequency Selective Channels. WSA (2015)