Sparsity.
Overview
| Works: | 22 works in 0 publications in 0 languages | |
|---|---|---|
Titles
Towards Adversarial and Non-Adversarial Robustness of Machine Learning and Signal Processing: Fundamental Limits and Algorithms.
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High-Dimensional Time Series Modeling and Forecasting with Application to Energy Network Data.
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(Electronic resources)
Can We Trust AI? Towards Practical Implementation and Theoretical Analysis in Trustworthy Machine Learning.
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(Electronic resources)
Accelerating Numerical Methods for Gradient-Based Photonic Optimization and Novel Plasmonic Functionalities.
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(Electronic resources)
Super Resolution Laser Thermography using Spatially and Temporally Structured Heating = = Superauflosende Laserthermografie mit raumlich und zeitlich strukturierter Heizung.
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(Electronic resources)
Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud.
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Mechanism Design for Variants of Advertising Auction and Facility Location.
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(Electronic resources)
Mathematical Optimization Algorithms for Model Compression and Adversarial Learning in Deep Neural Networks.
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(Electronic resources)
Neuromorphic Systems for Pattern Recognition and UAV Trajectory Planning.
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(Electronic resources)
Sparse Array Architectures for Wireless Communication and Radar Applications.
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(Electronic resources)
Clustering Approaches for Faster Nonlinear Projection-Based Model Order Reduction.
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(Electronic resources)
Mitigating Social Challenges Among Vulnerable Communities With Machine Learning.
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(Electronic resources)
Deep Learning on a Diet: An Error Landscape Perspective on Parameter and Data Efficiency in Deep Learning /
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Efficient Pareto Frontier Algorithms for Computing Structured Signal Representations = = Effiziente Pareto-Frontier-Algorithmen fur Berechnung Strukturierter Signaldarstellungen.
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(Electronic resources)
Some Results in High Dimensional Statistics: Iterative Algorithms and Regression with Missing Data /
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Multiscale Algorithms for Structured Matrices: Fast Solvers and Deep Learning.
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