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adtrack_v2

Matlab implementation of ADTrack for TSP

bandits

Python library for Multi-Armed Bandits

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

cocoa

competitive-cell-free

Simulation code for “Making Cell-Free Massive MIMO Competitive With MMSE Processing and Centralized Implementation,” by Emil Björnson and Luca Sanguinetti, IEEE Transactions on Wireless Communications, To appear

deeplearning

demolizi

shshi

fair_flearn

Fair Resource Allocation in Federated Learning

fedprox

Federated Optimization in Heterogeneous Networks

irs-relaying

Simulation code for “ Intelligent Reflecting Surface vs. Decode-and-Forward: How Large Surfaces Are Needed to Beat Relaying?,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Wireless Communications Letters, To appear.

lupa-sgd

Implementation of Local Updates Periodic Averaging (LUPA) SGD

machine-learning-diff-private-federated-learning

Simulate a federated setting and run differentially private federated learning.

massive-mimo-myths

Simulation code for “Massive MIMO: Ten Myths and One Critical Question” by Emil Björnson, Erik G. Larsson, Thomas L. Marzetta, IEEE Communications Magazine, vol. 54, no. 2, pp. 114-123, February 2016

multi-armed-bandit

Play with the solutions to the multi-armed-bandit problem.

optimal-beamforming

Simulation code for “Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure” by Emil Björnson, Mats Bengtsson, and Björn Ottersten, IEEE Signal Processing Magazine, vol. 31, no. 4, pp. 142-148, July 2014.

osf-openstack-training

qfnet

《Power Allocation in Multi-cell Networks Using Deep Reinforcement Learning》论文复现

wmmse-deep-unfolding