Andreas Loukas

Andreas Loukas

Roche - Basel / Switzerland
Engineering & Technology / Computer Science
AD Scientific Index ID: 1286036
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person_outline Andreas Loukas's MOST POPULAR ARTICLES
1-) On the Relationship between Self-Attention and Convolutional Layers International Conference on Learning Representations (ICLR), 2020
2-) Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth International Conference on Machine Learning (ICML), 2021
3-) What graph neural networks cannot learn: depth vs width International Conference on Learning Representations (ICLR), 2020
4-) Graph Reduction with Spectral and Cut Guarantees Journal of Machine Learning Research 20 (116), 1-42, 2019
5-) A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on GraphsF Grassi, A Loukas, N Perraudin, B RicaudTransactions on Signal Processing 66 (3), 817-829, 20181982018