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POLICE: Provably Optimal Linear Constraint Enforcement for Deep Neural Networks

, and . (2022)cite arxiv:2211.01340.

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Handwritten digit recognition: applications of neural network chips and automatic learning., , , , , , , , and . IEEE Commun. Mag., 27 (11): 41-46 (1989)VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning., , and . CoRR, (2021)URLOST: Unsupervised Representation Learning without Stationarity or Topology., , , , and . CoRR, (2023)Binary embeddings with structured hashed projections., , , , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 344-353. JMLR.org, (2016)Open Problem: The landscape of the loss surfaces of multilayer networks., , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 1756-1760. JMLR.org, (2015)Boosting and Other Machine Learning Algorithms., , , , and . ICML, page 53-61. Morgan Kaufmann, (1994)Universum Prescription: Regularization using Unlabeled Data., and . CoRR, (2015)Convolutional Networks for Images, Speech and Time Series, and . page 255--258. The MIT Press, (1995)POLICE: Provably Optimal Linear Constraint Enforcement for Deep Neural Networks, and . (2022)cite arxiv:2211.01340.The need for open source software in machine learning, , , , , , , , , and . Made available in DSpace on 2010-12-20T06: 05: 49Z (GMT). No. of bitstreams: 1 Sonnenburg\_Need2007. pdf: 1278865 bytes, checksum: 31b77a03c5967cafb7381eee2f47fe56 (MD5) Previous issue date: 2009-05-22T01: 55: 10Z, (2007)