- optimization
- credit_modeling
- math
- MLDL
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Smarter Lending: Optimization and Machine Learning in Loan Default Prediction
This blog explores how machine learning and optimization are revolutionizing credit scoring and loan default prediction, leading to smarter, faster, and more profitable lending decisions.
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Accelerating Large-Scale Optimization for Machine Learning
Enhancing Stochastic Variance Reduced Gradient (SVRG) techniques by incorporating Barzilai-Borwein (BB) approximation as Second-order information and adaptive step-size selection.