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The influence of gouge formation on seismicity and fault slip behavior
(2024)Other Conference Item -
Developing an Automated Observability System for HPC: Integrating Operational and Energy Datasets
(2024)Other Conference Item -
General Versus Vocational Education in Recruitment: Which Factors Shape Employers’ Preferences Regarding Education?
(2024)Other Conference Item -
E-Bike City masterplan
(2024)mobil.TUM 2024 Online AbstractsReaching the climate targets requires a substantial reorganization of our transport systems within only three decades. Technical innovations as well as massive policy changes are necessary to achieve the necessary effects.Other Conference Item -
Modelling road infrastructure potential for the appraisal of sustainable bicycling networks
(2024)mobil.TUM 2024 Online AbstractsOther Conference Item -
Quantitative Group Testing and Pooled Data with Sublinear Number of Tests
(2024)International Zurich Seminar on Information and Communication (IZS 2024). ProceedingsIn the pooled data problem, the goal is to identify the categories associated with a large collection of items via a sequence of pooled tests. Each pooled test reveals the number of items of each category within the pool. A prominent special case is quantitative group testing (QGT), which is the case of pooled data with two categories. We consider these problems in the linear regime, where the fraction of items in each category is of ...Other Conference Item -
A Representation-Learning Game for Classes of Prediction Tasks
(2024)International Zurich Seminar on Information and Communication (IZS 2024). ProceedingsWe propose a game-theoretic formulation for learn ing dimensionality-reducing representations of feature vectors, when a prior knowledge on future prediction tasks is available. We analytically find the value of the game and optimal mixed (randomized) strategies for the case of linear representations, tasks, and the mean squared error loss, and propose an algorithm for general classes of representations, tasks, and loss functions.Other Conference Item -
Neural Compression with Lattice Transform Coding
(2024)International Zurich Seminar on Information and Communication (IZS 2024). ProceedingsOther Conference Item -
The Sample Complexity of Simple Binary Hypothesis Testing
(2024)International Zurich Seminar on Information and Communication (IZS 2024). ProceedingsThe sample complexity of simple binary hypothesis testing is the smallest number of i.i.d. samples required to distinguish between two distributions p and q such that the Type-I and Type-II errors are smaller than some pre-specified thresholds α and β, respectively. Our main contribution is deriving, under mild technical conditions, a formula for the sample complexity in terms of parameters p, q, α, and βOther Conference Item -
The Out-of-Sample Prediction Error of the Square-Root-LASSO and Related Estimator
(2024)International Zurich Seminar on Information and Communication (IZS 2024). ProceedingsOther Conference Item