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cs.LG2023
On Regularization and Inference with Label Constraints
Kaifu Wang, Hangfeng He, Tin D. Nguyen +2
Prior knowledge and symbolic rules in machine learning are often expressed in the form of label constraints, especially in structured prediction problems. In this work, we compare…
cs.LG2023★ 1 cited
On Learning Latent Models with Multi-Instance Weak Supervision
Kaifu Wang, Efthymia Tsamoura, Dan Roth
We consider a weakly supervised learning scenario where the supervision signal is generated by a transition function of labels associated with multiple input instances. We form…