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I thought you needed advanced math to build machine learning models, but I was wrong

Machine learning sounds math-heavy, but modern tools make it far more accessible. Here’s how I built models without deep math ...
IEEE

Mixed-Precision Quantization for Deep Vision Models with Integer Quadratic Programming

Abstract: Quantization is a widely used technique to compress neural networks. Assigning uniform bit-widths across all layers can result in significant accuracy degradation at low precision and ...
IEEE

Optimization of Factory Energy Costs through Solar Energy Forecasting and Machine Scheduling Using Mixed-Integer Linear Programming

Abstract: This study utilizes machine learning and optimization techniques to lower energy costs in factory operations. By incorporating weather forecast data and machine learning techniques, we aim ...