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Advanced machine learning methods, and more prominently neural networks, have become standard to solve inverse problems over the last years. However, the theoretical recovery guarantees of such methods are still scarce and difficult to achieve. Only
Externí odkaz:
http://arxiv.org/abs/2403.05395
Neural networks have become a prominent approach to solve inverse problems in recent years. While a plethora of such methods was developed to solve inverse problems empirically, we are still lacking clear theoretical guarantees for these methods. On
Externí odkaz:
http://arxiv.org/abs/2309.12128
Neural networks have become a prominent approach to solve inverse problems in recent years. Amongst the different existing methods, the Deep Image/Inverse Priors (DIPs) technique is an unsupervised approach that optimizes a highly overparametrized ne
Externí odkaz:
http://arxiv.org/abs/2303.11265
Autor:
Buskulic, Nathan, Doerr, Carola
It may seem very intuitive that for the maximization of the OneMax problem $\OM(x):=\sum_{i=1}^n{x_i}$ the best that an elitist unary unbiased search algorithm can do is to store a best so far solution, and to modify it with the operator that yields
Externí odkaz:
http://arxiv.org/abs/1904.07818
Akademický článek
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Autor:
Buskulic, Nathan1 (AUTHOR) nathan.buskulic@outlook.fr, Doerr, Carola1 (AUTHOR) carola.doerr@lip6.fr
Publikováno v:
Evolutionary Computation. Winter2021, Vol. 29 Issue 4, p521-541. 21p.
Autor:
Baas, Berend, van Peer, Dennis, Gerling, Jan, Tavasszy, Matthias, Buskulic, Nathan, Ziliotto Salamon, N., Balint, J.T., Bidarra, Rafael, Liapis, Antonios, Yannakakis, Georgios N., Gentile, Manuel, Ninaus, Manuel
Publikováno v:
Games and Learning Alliance-8th International Conference, GALA 2019, Proceedings: 8th International Conference, GALA 2019, Proceedings, 11899
Lecture Notes in Computer Science ISBN: 9783030343491
GALA
Lecture Notes in Computer Science ISBN: 9783030343491
GALA
While visual impairment is relatively common, most sighted people have no idea of what it is like to live without one of the most heavily utilised senses. We developed the game Loud and Clear in order to have them experience the difficulties of being
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8999bf99576d6bcbf27500cfe21969f1
http://resolver.tudelft.nl/uuid:8b6fe9f6-c588-434a-b11b-60cc673ee3ae
http://resolver.tudelft.nl/uuid:8b6fe9f6-c588-434a-b11b-60cc673ee3ae