Algorithm Design and Analysis

Accelerating Active Learning with Transfer Learning
Active learning, transfer learning, and related techniques are unified by a core theme: efficient and effective use of available data. …
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Granger Causality for Time-Series Anomaly Detection
Recent developments in industrial systems provide us with a large amount of time series data from sensors, logs, system settings and …
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A Framework for Efficient Data Analytics through Automatic Configuration and Customization of Scientific Workflows
Data analytics involves choosing between many different algorithms and experimenting with possible combinations of those algorithms. …
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