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math.CO2024★ 2 cited
On a Combinatorial Problem Arising in Machine Teaching
Brigt Håvardstun, Jan Kratochvíl, Joakim Sunde +1
We study a model of machine teaching where the teacher mapping is constructed from a size function on both concepts and examples. The main question in machine teaching is the minim…
cs.LG2024
When Redundancy Matters: Machine Teaching of Representations
Cèsar Ferri, Dario Garigliotti, Brigt Arve Toppe Håvardstun +2
In traditional machine teaching, a teacher wants to teach a concept to a learner, by means of a finite set of examples, the witness set. But concepts can have many equivalent repre…