Showing all posts tagged #machine-learning:
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› The Formula of FTRL-proximal -
› Basic Concepts in Information Theory -
› Model Assessment and Selection -
› Linear Methods for Classification -
› Linear Methods for Regression -
› Greedy Function Approxiation: A Gradient Boosting Machine -
› Notes for Conjugate Gradient Menthod -
› Machine learning in 10 pictures -
› Serendipitous Entity Search on User-generated Content -
› Chapter 7. Statistical Estimation Notes -
› Chapter 6. Norm Approximation Notes -
› Chapter 5. Duality Notes -
› Chapter 4. Convex Optimization Problems Notes -
› Chapter 4. Convex Optimization Problems Notes -
› Chapter 1. Convex Optimization ——Introduction