| 26.03.2020 |
Anay Deshpande |
Resource Management in Wireless Networks via Multi-Agent Deep RL |
https://arxiv.org/abs/2002.06215v1 |
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| 09.04.2020 |
Matteo Zecchin,
Shirin Goshtasbpour |
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization |
https://arxiv.org/abs/1606.00709v1 |
Prsentation: https://github.com/SergiusMath/itn-windmill-reading-group/blob/master/reports/GANsShirin%26Matteo.pdf
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| 15.04.2020 |
Sergey Tambovskiy |
Deep Gaussian Processes for Multi-fidelity Modelling |
Paper: https://arxiv.org/abs/1903.07320v1
Poster: http://kurtcutajar.com/pres/bdl_poster.pdf
Video: https://www.youtube.com/watch?v=Y9SIpZGzeyA
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Seminar recording: https://youtu.be/_oDss7vsraE
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| 30.04.2020 |
Dariush Salami |
PointNet and PointNet+ |
Paper 1: http://stanford.edu/~rqi/pointnet/
Paper 2: http://stanford.edu/~rqi/pointnet2/
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| 13.05.2020 |
Muhammad A. Jadoon |
Deep RL for multiple access in wireless networks |
Paper: https://arxiv.org/pdf/1704.02613.pdf/
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Presentation: https://github.com/SergiusMath/itn-windmill-reading-group/blob/master/reports/RL_MAC_Muhammad_130520.pdf
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| 28.05.2020 |
Shirin Goshtasbpour |
Uniform convergence may be unable to explain generalization in deep learning |
Paper: https://arxiv.org/abs/1902.04742
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Presentation: https://github.com/SergiusMath/itn-windmill-reading-group/blob/master/reports/uniformConvergenceSG.pdf
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| 10.06.2020 |
Salman Mohebi |
Deep reinforcement learning approach for radio resource scheduling |
Papers:
https://arxiv.org/pdf/2003.11003.pdf
https://stanfordasl.github.io/wp-content/papercite-data/pdf/Chinchali.ea.AAAI18.pdf
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Presentation: https://github.com/SergiusMath/itn-windmill-reading-group/blob/master/reports/RadioResourceSchedulingWithDRL_SalmanMohebi.pdf
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| 25.06.2020 |
Stanley Wu |
Multi-Agent Deep Reinforcement Learning For Distributed Handover Management In Dense mmWave Networks |
Papers: https://ieeexplore.ieee.org/abstract/document/9052936
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Presentation: https://bit.ly/2CIWR4L
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| 11.11.2020 |
Salman Mohebi |
Ubiquitous Cell-free Massive MIMO Communications |
Papers: https://link.springer.com/article/10.1186/s13638-019-1507-0, https://ieeexplore.ieee.org/document/7827017
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Presentation: https://github.com/SergiusMath/itn-windmill-reading-group/blob/master/reports/RadioResourceSchedulingWithDRL_SalmanMohebi.pdf
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