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Double dash: The secret to smarter Excel formulas

Unlock the power of the double dash feature in Excel! This video explores how it can fix broken formulas, convert text to numbers, and perform calculations that you might not think are possible in ...
GitHub

SPFlow: An Easy and Extensible Library for Probabilistic Circuits

For contributor/development setup (from source), see CONTRIBUTING.md. Let's start with a tiny DSL-based example that builds a simple circuit, evaluates log-likelihood ...
GitHub

PKU-HunterWu/LDPC-Encoder-Decoder

本文档使用Typora软件编辑，Github由于无法解析部分语法可能会出现乱码，出现乱码请使用Typora打开即可。 LDPC是Low Density Parity ...
IEEE

A Neural-Enhanced Factor Graph-Based Algorithm for Robust Positioning in Obstructed LOS Situations

Abstract: This paper presents a neural-enhanced probabilistic model and corresponding factor graph-based sum-product algorithm for robust localization and tracking in multipath-prone environments. The ...
IEEE

A Graph-Based Algorithm for Robust Sequential Localization Exploiting Multipath for Obstructed-LOS-Bias Mitigation

Abstract: This paper presents a factor graph formulation and particle-based sum-product algorithm (SPA) for robust sequential localization in multipath-prone environments. The proposed algorithm ...
Frontiers

Regression and Classification With Spline-Based Separable Expansions

We introduce a supervised learning framework for target functions that are well approximated by a sum of (few) separable terms. The framework proposes to approximate each component function by a ...
Frontiers

Simulating Active Inference Processes by Message Passing

The free energy principle (FEP) offers a variational calculus-based description for how biological agents persevere through interactions with their environment. Active inference (AI) is a corollary of ...