Exercises for the course Machine Learning 1 Winter semester 2020/21 Abteilung Maschinelles Lernen Institut fu ̈r Softwaretechnik und theoretische Informatik Fakult ̈at IV, Technische Universit…
Consistent Hashing Organization‐Based Analysis of Web‐Object Sharing and Caching Alec Wolma et al. • Five cache nodes • Client determines node Cache hit: Serve from…
CMDA 3634 SP2020 The Wave Equation with C Project 02 Project 02: The Wave Equation with C Version: Current as of 2021-02-27 11:01:25 Due: –…
Exercises for the course Machine Learning 1 Winter semester 2020/21 Abteilung Maschinelles Lernen Institut fu ̈r Softwaretechnik und theoretische Informatik Fakult ̈at IV, Technische Universit…
Outline Large margin classifiers Primal/Dual formulation of the SVM Kernel SVMs Hard-margin / soft-margin SVM and Hinge Loss SVMs…
Exercises for the course Machine Learning 1 Winter semester 2020/21 Abteilung Maschinelles Lernen Institut fu ̈r Softwaretechnik und theoretische Informatik Fakult ̈at IV, Technische Universit…
Outline � What is Explainable AI? � Desiderata of an Explainable AI technique � Uses of Explainable AI � Methods for Explainable AI � Activation…
Exercises for the course Machine Learning 1 Winter semester 2020/21 Abteilung Maschinelles Lernen Institut fu ̈r Softwaretechnik und theoretische Informatik Fakult ̈at IV, Technische Universit…
CRDT – CONFLICT‐FREE REPLICATED DATA TYPES Distributed Systems (Hans‐Arno Jacobsen) 1 Pixabay.com CRDTs Units • Eventual consistency, informally • State‐based objects • Eventual consistency, more…
Outline From structured risk minimization to prediction error Error bounds: Hoeffding, Union, Vapnik-Chervonenkis VC dimension of typical models Classification in (high-dimensional)…