Search Results for author: Isabeau Prémont-Schwarz

Found 3 papers, 1 papers with code

A Simple Guard for Learned Optimizers

no code implementations28 Jan 2022 Isabeau Prémont-Schwarz, Jaroslav Vítků, Jan Feyereisl

Even if learned optimizers (L2Os) eventually outpace hand-crafted ones in practice however, they are still not provably convergent and might fail out of distribution.

Recurrent Ladder Networks

no code implementations NeurIPS 2017 Isabeau Prémont-Schwarz, Alexander Ilin, Tele Hotloo Hao, Antti Rasmus, Rinu Boney, Harri Valpola

We propose a recurrent extension of the Ladder networks whose structure is motivated by the inference required in hierarchical latent variable models.

Music Modeling

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