2022-07-17 Quelques articles intéressants#
Deep Learning
Training Deep Networks without Learning Rates Through Coin Betting
On Embeddings for Numerical Features in Tabular Deep Learning <https://arxiv.org/abs/2203.05556>, TABULAR DATA MODELING VIA CONTEXTUAL EMBEDDINGS
MLGO: a Machine Learning Guided Compiler Optimizations Framework
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Emerging Cross-lingual Structure in Pretrained Language Models
DeepSpeed Compression: A composable library for extreme compression and zero-cost quantization
Machine Learning
On the consistency of supervised learning with missing values
Why do tree-based models still outperform deep learning on tabular data?
Evaluating machine learning models and their diagnostic value
Ecologie
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