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Fracastoro, G.; Thanou, D.; Frossard, P. "Graph Transform Optimization With Application to Image Compression" IEEE Transactions on Image Processing 29 419-432 2020 View publication
Journal Article
Bejar, B.; Mischler, G. "A finite rate of innovation approach for the estimation of a stream of decaying exponentials" 2020 54th Asilomar Conference on Signals, Systems, and Computers 1497-1501 2020 View publication
Conference Paper
Hu, S. X.; Moreno, P. G.; Xiao, Y.; Shen, X.; Obozinski, G.; Lawrence, N.; Damianou, A. "Empirical Bayes Transductive Meta-Learning with Synthetic Gradients" International Conference on Learning Representations 2020 View publication
Conference Paper
Lacroix, T.; Obozinski, G.; Usunier, N. "Tensor Decompositions for Temporal Knowledge Base Completion" International Conference on Learning Representations 2020 View publication
Conference Paper
Tagasovska, N.; Chavez-Demoulin, V.; Vatter, T.; III, H. D.; Singh, A. "Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery" Proceedings of the 37th International Conference on Machine Learning 119 9311–9323 2020 View publication
Conference Paper
Parmentier, A.; Cohen, V.; Leclère, V.; Obozinski, G.; Salmon, J. "Integer Programming on the Junction Tree Polytope for Influence Diagrams" INFORMS Journal on Optimization 2 3 209-228 2020 View publication
Journal Article
Defferrard, M.; Milani, M.; Gusset, F.; Perraudin, N. "DeepSphere: a graph-based spherical CNN" International Conference on Learning Representations 2020 View publication
Conference Paper
Ackerer, D.; Tagasovska, N.; Vatter, T. "Deep smoothing of the implied volatility surface" Proceedings of the 34th International Conference on Neural Information Processing Systems 2020 View publication
Conference Paper
Bayram, E.; Thanou, D.; Vural, E.; Frossard, P. "Mask Combination of Multi-Layer Graphs for Global Structure Inference" IEEE Transactions on Signal and Information Processing over Networks 6 394-406 2020 View publication
Journal Article
Kenlay, H.; Thanou, D.; Dong, X. "On The Stability of Polynomial Spectral Graph Filters" ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 5350-5354 2020 View publication
Conference Paper
Dong, X.; Thanou, D.; Toni, L.; Bronstein, M.; Frossard, P. "Graph Signal Processing for Machine Learning: A Review and New Perspectives" IEEE Signal Processing Magazine 37 6 117-127 2020 View publication
Journal Article
Altinigne, C. Y.; Thanou, D.; Achanta, R. "Height and Weight Estimation from Unconstrained Images" ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2298-2302 2020 View publication
Conference Paper
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