François Schnitzler

According to our database, François Schnitzler authored at least 28 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation.

Bharath Bhushan Damodaran, François Schnitzler, Anne Lambert, Pierre Hellier

CoRR, 2023

2022

A Survey on Deep Learning for Skeleton-Based Human Animation.

Lucas Mourot, Ludovic Hoyet, François Le Clerc, François Schnitzler, Pierre Hellier

Comput. Graph. Forum, 2022

Improving The Reconstruction Quality by Overfitted Decoder Bias in Neural Image Compression.

Oussama Jourairi, Muhammet Balcilar, Anne Lambert, François Schnitzler

Proceedings of the Picture Coding Symposium, 2022

Feature Compression Using Dynamic Switches in Multi-split CNNs.

Suresh Kirthi Kumaraswamy, Alexey Ozerov, Ngoc Q. K. Duong, Anne Lambert, François Schnitzler, Patrick Fontaine

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

The graph neural networking challenge: a worldwide competition for education in AI/ML for networks.

José Suárez-Varela, Miquel Ferriol Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio

Comput. Commun. Rev., 2021

The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications.

Filareti Tsalakanidou, Symeon Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Birgit Gray, Danae Tsabouraki, Maritini Kalogerini, Fulvio Negro, Maurizio Montagnuolo, Jesse de Vos, Philo van Kemenade, Daniele Gravina, Rémi Mignot, Alexey Ozerov, François Schnitzler, Artur García-Sáez, Georgios N. Yannakakis, Antonios Liapis, Georgi Kostadinov

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

SkipW: Resource Adaptable RNN with Strict Upper Computational Limit.

Tsiry Mayet, Anne Lambert, Pascal Leguyadec, Françoise Le Bolzer, François Schnitzler

Proceedings of the 9th International Conference on Learning Representations, 2021

On the hidden treasure of dialog in video question answering.

Deniz Engin, François Schnitzler, Ngoc Q. K. Duong, Yannis Avrithis

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Flexible Recurrent Neural Networks.

Anne Lambert, Françoise Le Bolzer, François Schnitzler

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2017

Traveling time prediction in scheduled transportation with journey segments.

Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich

Inf. Syst., 2017

2016

INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data.

Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Time-Aware User Identification with Topic Models.

Clément Lesaege, François Schnitzler, Anne Lambert, Jean-Ronan Vigouroux

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Compressible Reparametrization of Time-Variant Linear Dynamical Systems.

Nico Piatkowski, François Schnitzler

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015

Off-policy evaluation for MDPs with unknown structure.

Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor

CoRR, 2015

Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates.

Elizabeth Daly, Michele Berlingerio, François Schnitzler

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Insight-driven Crisis Information - Preparing for the Unexpected using Big Data.

Hendrik Stange, Sylvia Steenhoek, Sebastian Bothe, François Schnitzler

Proceedings of the 12th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2015

2nd International Workshop on Mining Urban Data (Preface).

Ioannis Katakis, François Schnitzler, Thomas Liebig

Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

Off-policy Model-based Learning under Unknown Factored Dynamics.

Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor

Proceedings of the 32nd International Conference on Machine Learning, 2015

On Predicting Traveling Times in Scheduled Transportation (Extended Abstract).

Avigdor Gal, Avishai Mandelbaum, François Schnitzler, Arik Senderovich, Matthias Weidlich

Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

Sensor Selection for Crowdsensing Dynamical Systems.

François Schnitzler, Jia Yuan Yu, Shie Mannor

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights.

François Schnitzler, Alexander Artikis, Matthias Weidlich, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, Dimitrios Gunopulos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center.

François Schnitzler, Thomas Liebig, Shie Mannor, Katharina Morik

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.

Alexander Artikis, Matthias Weidlich, François Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane

Proceedings of the 17th International Conference on Extending Database Technology, 2014

Heterogeneous stream processing for disaster detection and alarming.

François Schnitzler, Thomas Liebig, Shie Marmor, Gustavo Souto, Sebastian Bothe, Hendrik Stange

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2012

L1-based compression of random forest models.

Arnaud Joly, François Schnitzler, Pierre Geurts, Louis Wehenkel

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Efficiently Approximating Markov Tree Bagging for High-Dimensional Density Estimation.

François Schnitzler, Sourour Ammar, Philippe Leray, Pierre Geurts, Louis Wehenkel

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Optimal Sample Selection for Batch-mode Reinforcement Learning.

Emmanuel Rachelson, François Schnitzler, Louis Wehenkel, Damien Ernst

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

2010

Towards sub-quadratic learning of probability density models in the form of mixtures of trees.

François Schnitzler, Philippe Leray, Louis Wehenkel

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010