The Satisfiability Threshold For Random Linear Equations
Sign Up to like & getrecommendations! Published in 2020 at "Combinatorica"
DOI: 10.1007/s00493-019-3897-3
Abstract: Let A be a random m × n matrix over the finite field $$\mathbb{F}_q$$ F q with precisely k non-zero entries per row and let $$y\in\mathbb{F}_q^m$$ y ∈ F q m be a random vector… read more here.
Keywords: random linear; threshold random; satisfiability threshold; geometry ... See more keywords
The sum of edge lengths in random linear arrangements
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Statistical Mechanics: Theory and Experiment"
DOI: 10.1088/1742-5468/ab11e2
Abstract: Spatial networks are networks where nodes are located in a space equipped with a metric. Typically, the space is two-dimensional and until recently and traditionally, the metric that was usually considered was the Euclidean distance.… read more here.
Keywords: sum edge; edge lengths; random linear; lengths random ... See more keywords
Bias-variance decomposition of overparameterized regression with random linear features
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.106.025304
Abstract: In classical statistics, the bias-variance trade-off describes how varying a model's complexity (e.g., number of fit parameters) affects its ability to make accurate predictions. According to this trade-off, optimal performance is achieved when a model… read more here.
Keywords: variance; linear features; random linear; bias variance ... See more keywords
On Optimizing Effective Rate for Random Linear Network Coding Over Burst-Erasure Relay Links
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2018.2881157
Abstract: This letter proposes to optimize the effective data rate of random linear network coding (RLNC) over finite-buffer burst-erasure relay links. An absorbing Markov chain model is exploited to analyze the expected transmission completion times of… read more here.
Keywords: linear network; burst erasure; rate random; rate ... See more keywords
Low Delay Random Linear Coding and Scheduling Over Multiple Interfaces
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2017.2686379
Abstract: High-performance real-time applications, expected to be of importance in the upcoming 5G era, such as virtual and augmented reality or tele-presence, have stringent requirements on throughput and per-packet in-order delivery delay. Use of multipath transport… read more here.
Keywords: random linear; delay random; delivery; low delay ... See more keywords
Decoding Delay Performance of Random Linear Network Coding for Broadcast
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2017.2670178
Abstract: Characterization of the delay profile of systems employing random linear network coding is important for the reliable provision of broadcast services. Previous studies focused on network coding over large finite fields or developed Markov chains… read more here.
Keywords: random linear; network coding; delay; linear network ... See more keywords