Highlights. •. Definition of the Time Constrained Learning task. •. Design of TCT a practical algorithm for the Time Constrained Learning task. •. Experimental ...
Feb 4, 2022 · We present an experimental study involving 5 different Learners and 20 datasets where we show that TCT consistently outperforms two other ...
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We present an experimental study involving 5 different learners and 20 datasets where we show that TCT consistently outperforms alternative teaching/training ...
Feb 3, 2022 · We propose TCT, an algorithm for this task, whose design relies on principles from Machine Teaching. ... While our work is primarily practical, we ...
Feb 4, 2022 · We present an experimental study involving 5 different Learners and 20 datasets where we show that TCT consistently outperforms two other ...
This paper presents a design framework for machine learning applications that operate in systems such as cyber-physical systems where time is a scarce resource.
Constraint learning is a technique for improving efficiency. It works by recording new constraints whenever an inconsistency is found.
Apr 18, 2022 · Learners are often constrained by their available study time, typically having to make a trade-off between depth and breadth of learning.
This report provides a general introduction to active learning and a survey of the literature, including a discussion of the scenarios in which queries can ...
Time constrained assessments (TCA's) have been devised as a method of delivering online assessments in a student's home. TCA's involve using timed release ...