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Self-Avoiding Random WalksExplores self-avoiding random walks and their mathematical models, emphasizing the importance of paths that are self-avoiding.
Conicité ParaboliqueExplores the characteristics of parabolic conicity and demonstrates how to address related issues.
Image ProcessingCovers a generic framework for historical document processing using TensorFlow and Python3.
Trade-offs in Data and TimeExplores trade-offs between data and time in computational problems, emphasizing diminishing returns and continuous trade-offs.
Linear MM SE EstimationCovers the principles of linear MM SE estimation and the minimization of errors in linear regression.
Other regularizations + the LassoExplores diverse regularization approaches, including the L0 quasi-norm and the Lasso method, discussing variable selection and efficient algorithms for optimization.