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A simple way to do SSL with not enough data is Lipschitz learning. It avoids the necessity for pseudo-labeling and computes an absolutely minimizing Lipschitz e
by WAMoezart 5y ago
A simple way to do SSL with not enough data is Lipschitz learning. It avoids the necessity for pseudo-labeling and computes an absolutely minimizing Lipschitz extension of the labels instead.
https://arxiv.org/abs/2111.12370 https://arxiv.org/abs/2111.12370
https://arxiv.org/abs/2012.03772 https://arxiv.org/abs/2012.03772
https://arxiv.org/abs/1901.05031 https://arxiv.org/abs/1901.05031
https://arxiv.org/abs/1710.10364 https://arxiv.org/abs/1710.10364