Computational Reflection in the ML Family¶
Anderson, J. A. (2017). Computational Reflection in the ML Family. ACM Computing Surveys, 50(1), 1-37.
Cited by¶
4 citations across 4 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Contextual Mode Switching
- Kahneman's System 1 vs. System 2 — humans switch between fast, intuitive processing and slow, deliberative processing based on task difficulty, stakes, and cognitive load — reflects computational models of reflection and metacognitive switching
This sourceAnderson computational reflection survey meta-programming reflection APIs scalability.
- Kahneman's System 1 vs. System 2 — humans switch between fast, intuitive processing and slow, deliberative processing based on task difficulty, stakes, and cognitive load — reflects computational models of reflection and metacognitive switching
- Emergent Formalization (Language)
This sourceAnderson computational reflection survey meta-programming reflection APIs scalability.
- Meta-Symbolic Reflection
- Anderson 2017
This sourceAnderson computational reflection survey meta-programming reflection APIs scalability.
- Anderson 2017
- Synchronic vs. Diachronic Analysis
- Training trajectory (diachronic) shows how representations evolved and which phases were critical.
This sourceAnderson computational reflection survey meta-programming reflection APIs scalability.
- Training trajectory (diachronic) shows how representations evolved and which phases were critical.
Verification¶
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