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cond-mat.dis-nn2025
Minority Takeover in Majority Dynamics: Searching for Rare Initializations via the History Passing Algorithm
Marek Jankola, Freya Behrens, Cédric Koller +1
We investigate how much bias in the initial configuration is required to drive global agreement in synchronous, deterministic majority dynamics on large random -regular graphs.…
cs.LG2025
Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledge
Freya Behrens, Lenka Zdeborová
Dataset distillation aims to compress training data into fewer examples via a teacher, from which a student can learn effectively. While its success is often attributed to structur…