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of 3 601
pro vyhledávání: '"A Hoos"'
There has been significant progress in deep reinforcement learning (RL) in recent years. Nevertheless, finding suitable hyperparameter configurations and reward functions remains challenging even for experts, and performance heavily relies on these d
Externí odkaz:
http://arxiv.org/abs/2406.18293
The research field of automated negotiation has a long history of designing agents that can negotiate with other agents. Such negotiation strategies are traditionally based on manual design and heuristics. More recently, reinforcement learning approa
Externí odkaz:
http://arxiv.org/abs/2406.15096
The ubiquity of deep learning algorithms in various applications has amplified the need for assuring their robustness against small input perturbations such as those occurring in adversarial attacks. Existing complete verification techniques offer pr
Externí odkaz:
http://arxiv.org/abs/2406.10154
Solver competitions play a prominent role in assessing and advancing the state of the art for solving many problems in AI and beyond. Notably, in many areas of AI, competitions have had substantial impact in guiding research and applications for many
Externí odkaz:
http://arxiv.org/abs/2308.05062
Autor:
Purucker, Lennart, Schneider, Lennart, Anastacio, Marie, Beel, Joeran, Bischl, Bernd, Hoos, Holger
Automated machine learning (AutoML) systems commonly ensemble models post hoc to improve predictive performance, typically via greedy ensemble selection (GES). However, we believe that GES may not always be optimal, as it performs a simple determinis
Externí odkaz:
http://arxiv.org/abs/2307.08364
Autor:
Tuia, Devis, Schindler, Konrad, Demir, Begüm, Camps-Valls, Gustau, Zhu, Xiao Xiang, Kochupillai, Mrinalini, Džeroski, Sašo, van Rijn, Jan N., Hoos, Holger H., Del Frate, Fabio, Datcu, Mihai, Quiané-Ruiz, Jorge-Arnulfo, Markl, Volker, Saux, Bertrand Le, Schneider, Rochelle
Earth observation (EO) is a prime instrument for monitoring land and ocean processes, studying the dynamics at work, and taking the pulse of our planet. This article gives a bird's eye view of the essential scientific tools and approaches informing a
Externí odkaz:
http://arxiv.org/abs/2305.08413
Publikováno v:
BMC Psychiatry, Vol 24, Iss 1, Pp 1-15 (2024)
Abstract Background Motor alterations and lowered physical activity are common in affective disorders. Previous research has indicated a link between depressive symptoms and declining muscle strength primarily focusing on the elderly but not younger
Externí odkaz:
https://doaj.org/article/05fca6f84cd649a2a22e5f7945a1c0c4
Bargaining can be used to resolve mixed-motive games in multi-agent systems. Although there is an abundance of negotiation strategies implemented in automated negotiating agents, most agents are based on single fixed strategies, while it is widely ac
Externí odkaz:
http://arxiv.org/abs/2212.10228
Autor:
Junping Jing, Laura Bover, C Ian Mockridge, Kerry L Cox, Mark S Cragg, Tatyana Inzhelevskaya, Chris A Penfold, Vikki English, Jane E Willoughby, Hong Shi, Peter J Morley, Heather Jackson, Roopa Srinivasan, Tom Murray, Axel Hoos, Paul Bojczuk, James Smothers, Niranjan Yanamandra, Lang Dou, Sabyasachi Bhattacharya, Laura Seestaller-Wehr, David Kilian, Kui S Voo, Mel John, Heather Niederer, Andrew J Shepherd, Laura Hook, Stephanie Hopley, Sara J Brett, Christopher Hopson, Elaine Paul, Stephen L Martin
Publikováno v:
Journal for ImmunoTherapy of Cancer, Vol 12, Iss 7 (2024)
Background OX40 has been widely studied as a target for immunotherapy with agonist antibodies taken forward into clinical trials for cancer where they are yet to show substantial efficacy. Here, we investigated potential mechanisms of action of anti-
Externí odkaz:
https://doaj.org/article/1d4a1e220c0f453894379600a08cb4a4
Autor:
Emeline Vernhes, Linda Larbi Chérif, Nicolas Ducrot, Clément Vanbergue, Malika Ouldali, Lena Zig, N’diaye Sidibe, Sylviane Hoos, Luis Ramirez-Chamorro, Madalena Renouard, Ombeline Rossier, Patrick England, Guy Schoehn, Pascale Boulanger, Karim Benihoud
Publikováno v:
npj Vaccines, Vol 9, Iss 1, Pp 1-11 (2024)
Abstract The promises of vaccines based on virus-like particles stimulate demand for universal non-infectious virus-like platforms that can be efficiently grafted with large antigens. Here, we harnessed the modularity and extreme affinity of the deco
Externí odkaz:
https://doaj.org/article/f0b7d3c0a31f4ba480e62a5c2b91382b