E. Simon

School of Computing, Australian National University

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Code Generation & Program Synthesis (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

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Chirath Hettiarachchi (1)Fatemeh Fard (1)A. Potanin (1)Hanna Suominen (1)

Papers (1)

Apr 2, 2026

Apr 2, 2026·also UBC, University of Turku

A Survey of Algorithm Debt in Machine and Deep Learning Systems: Definition, Smells, and Future Work

Algorithm Debt, a hidden drag on ML/DL performance and scalability, gets a formal definition and a "smell test" to help you sniff it out in your own systems.

E. Simon, Chirath Hettiarachchi, Fatemeh Fard +2

Code Generation & Program Synthesis Distributed Systems & Hardware Training Efficiency & Optimization

E. Simon

Research focus

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Papers (1)

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E. Simon

Research focus

Frequent co-authors

Papers (1)