Towards a Systems Theory of Algorithms.
Florian DörflerZhiyu HeGiuseppe BelgioiosoSaverio BolognaniJohn LygerosMichael MuehlebachPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- computationally expensive
- computational cost
- machine learning
- computational complexity
- computer vision algorithms
- data mining
- mathematical models
- recently developed
- theoretical framework
- machine learning algorithms
- building blocks
- computationally efficient
- markov random field
- management system
- knowledge based systems
- optimization problems
- computational model
- orders of magnitude
- np hard
- complex systems
- data mining algorithms
- expert systems
- multi agent systems
- data structure
- formal methods
- multi agent