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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 ...
IEEE

A Cyclic Prefix-Free OFDM System Based on Iterative Extrapolation: Design and Performance Analysis

Abstract: The Cyclic prefix (CP) in traditional OFDM systems is used to combat inter-symbol Interference (ISI) and inter-carrier Interference (ICI), which simplifies the design of the equalizer by ...
GitHub

[CVPR2025]Breaking the Low-Rank Dilemma of Linear Attention

Implementation of "Breaking the Low-Rank Dilemma of Linear Attention" The Softmax attention mechanism in Transformer models is notoriously computationally expensive, particularly due to its quadratic ...
GitHub

jxiw/mambainllama

For reproduction, please follow the instructions here. # CUDA>=11.6 needed for `mamba-ssm` and `causal-conv1d`. conda install -c "nvidia/label/cuda-11.8.0" cuda ...