Model Fitting 102: Augmenting the Mechanics of Learning for Less-Than-Ideal Data

  1. https://pytorch.org/assets/deep-learning/Deep-Learning-with-PyTorch.pdf
  2. Rishabh Mehrotra and Ashish Gupta. 2020. Learning with Limited Labels via Momentum Damped & Differentially Weighted Optimization. In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD ‘20). Association for Computing Machinery, New York, NY, USA, 3416–3425. http://rishabhmehrotra.com/papers/kdd2020-limited-labels.pdf
  3. Mostafa Dehghani, Mehrjou, Gouws, Kamps, and Schölkopf. 2017. Fidelity weighted learning. arXiv preprint arXiv:1711.02799 (2017). https://arxiv.org/pdf/1711.02799.pdf
  4. http://stat.cmu.edu/~cshalizi/350/lectures/18/lecture-18.pdf

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Engineer turned Data Scientist.

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Alec Delany

Alec Delany

Engineer turned Data Scientist.

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