Abstract: In this paper, the paradigm of the traditional iterative decoding schemes for the uplink large-scale MIMO detection is extended by sampling in an Markov chain Monte Carlo (MCMC) way.

Abstract: Quadratically constrained quadratic programming (QCQP) with double-sided constraints has plenty of applications in signal processing as have been addressed in recent years. QCQP problems are ...

"Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction" [PDF]. (code is in the previous version of this repo [link]) Due to the random data ...

Mantle Cell Lymphoma: Optimal Treatment With Bruton Tyrosine Kinase–Targeted Approaches. If you have the appropriate software installed, you can download article citation data to the citation manager ...

I am a PhD student at Carnegie Mellon University supervised by Taylor Berg-Kirkpatrick and Graham Neubig. I also collaborate with Kevin Gimpel at the Toyota Technological Institute at the University ...

Download PDF Join the Discussion View in the ACM Digital Library The maximum flow problem and its generalization, the minimum-cost flow problem, are classic combinatorial graph problems that find ...

Though we’re living through a time of extraordinary innovation in GPU-accelerated machine learning, the latest research papers frequently (and prominently) feature algorithms that are decades, in ...

This repo contains all submitted documents and code for OSPEAD, most of which has been private until now. OSPEAD is a proposed improvement to Monero's decoy selection algorithm that would reduce the ...

In representative democracies, political representatives are usually selected by election. However, over the past 35 years, an alternative selection method has been gaining traction among political ...

Researchers and educators have long wrestled with the question of how best to teach their clients be they humans, non-human animals or machines. Here, we examine the role of a single variable, the ...

Control and Systems Department, University of Technology-Iraq, Baghdad, Iraq. Path planning is a process of obtaining reasonable, collision free route between start and goal point, where the need for ...