Search Results for author: François Schnitzler

Found 5 papers, 2 papers with code

Off-policy evaluation for MDPs with unknown structure

no code implementations11 Feb 2015 Assaf Hallak, François Schnitzler, Timothy Mann, Shie Mannor

Off-policy learning in dynamic decision problems is essential for providing strong evidence that a new policy is better than the one in use.

Off-policy evaluation

SkipW: Resource adaptable RNN with strict upper computational limit

no code implementations ICLR 2021 Tsiry Mayet, Anne Lambert, Pascal Leguyadec, Francoise Le Bolzer, François Schnitzler

We introduce Skip-Window, a method to allow recurrent neural networks (RNNs) to trade off accuracy for computational cost during the analysis of a sequence.

Human Activity Recognition

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

no code implementations10 Oct 2022 Oussama Jourairi, Muhammet Balcilar, Anne Lambert, François Schnitzler

End-to-end trainable models have reached the performance of traditional handcrafted compression techniques on videos and images.

Image Compression

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