Andreas Loukas
Title
Cited by
Cited by
Year
Autoregressive Moving Average Graph Filtering
E Isufi*, A Loukas*, A Simonetto, G Leus
IEEE Transactions on Signal Processing 65 (2), 274-288, 2016
1832016
On the Relationship between Self-Attention and Convolutional Layers
JB Cordonnier, A Loukas, M Jaggi
International Conference on Learning Representations (ICLR), 2020
1212020
A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs
F Grassi, A Loukas, N Perraudin, B Ricaud
Transactions on Signal Processing 66 (3), 817-829, 2018
892018
Distributed Autoregressive Moving Average Graph Filters
A Loukas, A Simonetto, G Leus
Signal Processing Letters 22 (11), 1931 - 1935, 2015
882015
What graph neural networks cannot learn: depth vs width
A Loukas
International Conference on Learning Representations (ICLR), 2020
722020
Filtering Random Graph Processes Over Random Time-Varying Graphs
E Isufi, A Loukas, A Simonetto, G Leus
IEEE Transactions on Signal Processing 65 (16), 4406-4421, 2017
692017
Spinner: Scalable Graph Partitioning in the Cloud
C Martella, D Logothetis, A Loukas, G Siganos
International Conference on Data Engineering (ICDE), 2017
682017
Forecasting time series with varma recursions on graphs
E Isufi, A Loukas, N Perraudin, G Leus
IEEE Transactions on Signal Processing 67 (18), 4870-4885, 2019
472019
Learning Time-Varying Graphs
V Kalofolias, A Loukas, D Thanou, P Frossard
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017
472017
Frequency analysis of time-varying graph signals
A Loukas, D Foucard
Global Conference on Signal and Information Processing (GlobalSIP), 346-350, 2016
44*2016
Spectrally approximating large graphs with smaller graphs
A Loukas, P Vandergheynst
Interenational Conference on Machine Learning (ICML), 2018
432018
Graph Reduction with Spectral and Cut Guarantees
A Loukas
Journal of Machine Learning Research 20 (116), 1-42, 2019
302019
Towards stationary time-vertex signal processing
N Perraudin, A Loukas, F Grassi, P Vandergheynst
International Conference on Acoustics, Speech and Signal Processing (ICASSP …, 2017
282017
Separable autoregressive moving average graph-temporal filters
E Isufi, A Loukas, A Simonetto, G Leus
European Signal Processing Conference (EUSIPCO), 200-204, 2016
282016
Stationary time-vertex signal processing
A Loukas, N Perraudin
EURASIP Journal on Advances in Signal Processing 36, 2019
272019
rDAN: Toward robust demand-aware network designs
C Avin, A Hercules, A Loukas, S Schmid
Information Processing Letters, 2018
26*2018
Lightweight neighborhood cardinality estimation in dynamic wireless networks
M Cattani, M Zuniga, A Loukas, K Langendoen
Information Processing in Sensor Networks (IPSN), 179-189, 2014
252014
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth
Y Dong, JB Cordonnier, A Loukas
International Conference on Machine Learning (ICML), 2021
192021
Approximating spectral clustering via sampling: a review
N Tremblay, A Loukas
Sampling Techniques for Supervised or Unsupervised Tasks, 129-183, 2020
192020
How to identify global trends from local decisions? Event Region Detection on Mobile Networks
A Loukas, M Zuniga, I Protonotarios, J Gao
Proceedings of the Conference on Computer Communications (INFOCOM), 1177-1185, 2014
192014
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Articles 1–20