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Building Multivariate Linear Regression in C++ — No Libraries, Just Code

Want to understand how multivariate linear regression really works under the hood? In this video, we build it from scratch in C++—no machine learning libraries, just raw code and linear algebra. Ideal ...
IEEE

Graph Linear Convolution Pooling for Learning in Incomplete High-Dimensional Data

Abstract: High-dimensional and incomplete (HDI) data are frequently encountered in diverse real-world applications involving complex interactions among numerous nodes. Approaches based on latent ...
GitHub

Dynamic Group Convolution

@inproceedings{su2020dgc, title={Dynamic Group Convolution for Accelerating Convolutional Neural Networks}, author={Su, Zhuo and Fang, Linpu and Kang, Wenxiong and Hu, Dewen and Pietik{\"a}inen, Matti ...
IEEE

Complex Convolution-Enhanced ADMM-Net for High-Resolution DOA Estimation with Sparse Linear Arrays

Abstract: This paper presents a high-resolution direction of arrival (DOA) estimation method for Sparse Linear Arrays (SLAs). Our approach innovatively integrates a complex convolutional neural ...
ancient-origins

Linear A and The Machine: a Brute Force Attack to Decrypt the Minoan Code

This is the story of a quest. A story which stems from a stream of failures and some gleams of perseverance, where countless attempts clash with repeated falls, a story which exists because of people ...
GitHub

Linear-Layer-Enhanced Quantum Long Short-Term Memory for Carbon Price Forcasting

The official source code for Linear-Layer-Enhanced Quantum Long Short-Term Memory for Carbon Price Forecasting, accepted at Quantum Machine Intelligence (July 2023). This code implements the quantum ...
C&EN

Single-Molecule Monitoring of Nucleic Acid Dynamics Using Raman Correlation Spectroscopy in Plasmonic Nanowells

Research Unit of Health Sciences and Technology, Faculty of Medicine, University of Oulu, Aapistie 5 A, 90220 Oulu, Finland Biocenter Oulu, University of Oulu, Aapistie 5 A, 90220 Oulu, Finland ...