The CL4SM session at the ELLIS UnConference, a NeurIPS Paris pre-event, issued a call for contributions on machine learning models that respect conservation laws, symmetries, stability and other prior knowledge. Topics include soft constraint enforcement, hard enforcement by construction, and projection or correction layers.
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