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François Schnitzler · SciRah

Researcher profile · Semantic Scholar

François Schnitzler

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François Schnitzler — researcher profile on SciRah

h-index: 11
Works: 38
Citations: 559

Most-cited papers

A Survey on Deep Learning for Skeleton‐Based Human Animation
Lucas Mourot, L. Hoyet, François Le Clerc, François Schnitzler +1 more
2021Computer graphics forum (Print)112 citations Open access
Semantic Scholar
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management
A. Artikis, M. Weidlich, François Schnitzler, Ioannis Boutsis +10 more
2014International Conference on Extending Database Technology112 citations
Semantic Scholar
Traveling time prediction in scheduled transportation with journey segments
Avigdor Gal, A. Mandelbaum, François Schnitzler, Arik Senderovich +1 more
2017Information Systems107 citations
Semantic Scholar
L1-based compression of random forest models
Arnaud Joly, François Schnitzler, P. Geurts, L. Wehenkel
2012The European Symposium on Artificial Neural Networks29 citations
Semantic Scholar
Off-policy Model-based Learning under Unknown Factored Dynamics
Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor
2015International Conference on Machine Learning28 citations
Semantic Scholar
Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center
François Schnitzler, T. Liebig, Shie Mannor, K. Morik
2014EDBT/ICDT Workshops23 citations
Semantic Scholar
The graph neural networking challenge
J. Suárez-Varela, M. Ferriol-Galmés, Albert López, Paul Almasan +20 more
2021Computer communication review21 citations Open access
Semantic Scholar
Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights
François Schnitzler, A. Artikis, M. Weidlich, Ioannis Boutsis +10 more
2014ECML/PKDD18 citations Open access
Semantic Scholar
Intelligent Synthesis and Real-time Response using Massive Streaming of Heterogeneous Data (INSIGHT) and its anticipated effect on Intelligent Transport Systems (ITS) in Dublin City, Ireland
Dermot Kinane, François Schnitzler, Shie Mannor, T. Liebig +6 more
201415 citations
Semantic Scholar
On the hidden treasure of dialog in video question answering
Deniz Engin, François Schnitzler, Ngoc Q. K. Duong, Yannis Avrithis
2021IEEE International Conference on Computer Vision13 citations Open access
Semantic Scholar
Sensor Selection for Crowdsensing Dynamical Systems
François Schnitzler, Jia-Yuan Yu, Shie Mannor
2015International Conference on Artificial Intelligence and Statistics12 citations
Semantic Scholar
Optimal Sample Selection for Batch-mode Reinforcement Learning
Emmanuel Rachelson, François Schnitzler, L. Wehenkel, D. Ernst
2011International Conference on Agents and Artificial Intelligence12 citations Open access
Semantic Scholar
Time-Aware User Identification with Topic Models
Clément Lesaege, François Schnitzler, Anne Lambert, Jean-Ronan Vigouroux
2016Industrial Conference on Data Mining11 citations
Semantic Scholar
The AI4Media Project: Use of Next-Generation Artificial Intelligence Technologies for Media Sector Applications
F. Tsalakanidou, S. Papadopoulos, V. Mezaris, Y. Kompatsiaris +15 more
2021Artificial Intelligence Applications and Innovations8 citations Open access
Semantic Scholar
Sub-quadratic Markov tree mixture learning based on randomizations of the Chow-Liu algorithm
Sourour Ammar, P. Leray, François Schnitzler, L. Wehenkel
20108 citations
Semantic Scholar
POWER OPTIMIZATION FOR WIRELESS AUTONOMOUS TRANSDUCER SOLUTIONS
V. Pop, Jef van de Molengraft, François Schnitzler, J. Penders +2 more
20098 citations
Semantic Scholar
Off-policy evaluation for MDPs with unknown structure
Assaf Hallak, François Schnitzler, Timothy A. Mann, Shie Mannor
2015arXiv.org7 citations
Semantic Scholar
Towards sub-quadratic learning of probability density models in the form of mixtures of trees
François Schnitzler, Philippe Leray, L. Wehenkel
2010The European Symposium on Artificial Neural Networks6 citations
Semantic Scholar
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data
N. Panagiotou, Nikolas Zygouras, I. Katakis, D. Gunopulos +21 more
2016ECML/PKDD5 citations
Semantic Scholar
On predicting traveling times in scheduled transportation
Avigdor Gal, A. Mandelbaum, François Schnitzler, Arik Senderovich +1 more
20155 citations
Semantic Scholar
Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates
Elizabeth M. Daly, M. Berlingerio, François Schnitzler
2015ACM Conference on Recommender Systems4 citations
Semantic Scholar
Insight-driven Crisis Information - Preparing for the Unexpected using Big Data
Hendrik Stange, Sylvia Steenhoek, S. Bothe, François Schnitzler
2015International Conference on Information Systems for Crisis Response and Management3 citations
Semantic Scholar
Efficiently Approximating Markov Tree Bagging for High-Dimensional Density Estimation
François Schnitzler, Sourour Ammar, Philippe Leray, P. Geurts +1 more
2011ECML/PKDD3 citations Open access
Semantic Scholar
Flexible Recurrent Neural Networks
Anne Lambert, Françoise Le Bolzer, François Schnitzler
2020ECML/PKDD1 citations
Semantic Scholar
Two-level Mixtures of Markov Trees
François Schnitzler, L. Wehenkel
20111 citations
Semantic Scholar
Feature Compression Using Dynamic Switches in Multi-split CNNs
S. Kumaraswamy, A. Ozerov, Ngoc Q. K. Duong, Anne Lambert +2 more
2022The European Symposium on Artificial Neural Networks0 citations Open access
Semantic Scholar
SkipW: Resource Adaptable RNN with Strict Upper Computational Limit
Tsiry Mayet, Anne Lambert, Pascal Leguyadec, Françoise Le Bolzer +1 more
2021International Conference on Learning Representations0 citations
Semantic Scholar
Compressible Reparametrization of Time-Variant Linear Dynamical Systems
N. Piatkowski, François Schnitzler
2016Solving Large Scale Learning Tasks0 citations
Semantic Scholar
Proceedings of the 2nd International Conference on Mining Urban Data - Volume 1392
I. Katakis, François Schnitzler, T. Liebig, D. Gunopulos +1 more
20150 citations
Semantic Scholar
2nd International Workshop on Mining Urban Data (Preface)
I. Katakis, François Schnitzler, T. Liebig
2015MUD@ICML0 citations
Semantic Scholar
On Predicting Traveling Times in Scheduled Transportation (Abstract)
Avigdor Gal, A. Mandelbaum, François Schnitzler, Arik Senderovich +1 more
20150 citations
Semantic Scholar
On Predicting Traveling Times in Scheduled Transportation (Extended Abstract)
Avigdor Gal, A. Mandelbaum, François Schnitzler, Arik Senderovich +1 more
2015MUD@ICML0 citations
Semantic Scholar
Mixtures of Bagged Markov Tree Ensembles
François Schnitzler, P. Geurts, L. Wehenkel
20120 citations
Semantic Scholar
Mixtures of tree-structured probabilistic graphical models for density estimation in high dimensional spaces
François Schnitzler
20120 citations
Semantic Scholar
Looking for applications of mixtures of Markov trees in bioinformatics
François Schnitzler, P. Geurts, L. Wehenkel
20110 citations
Semantic Scholar
Pruning randomized trees with L1-norm regularization
Arnaud Joly, François Schnitzler, P. Geurts, L. Wehenkel
20110 citations
Semantic Scholar
Discussing the validation of high-dimensional probability distribution learning with mixtures of graphical models for inference
François Schnitzler
20100 citations
Semantic Scholar
Causal Learning of Mixtures of Trees
François Schnitzler, L. Wehenkel
20090 citations
Semantic Scholar
Constraint Based Learning of Mixtures of Trees
François Schnitzler, L. Wehenkel
20090 citations
Semantic Scholar

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