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Tutorials: Towards AI – Machine Learning Fundamentals
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arxiv.org Computer Science – ML RSS Feed

Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders. (arXiv:2110.13911v1 [q-bio.NC])
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining. (arXiv:2102.08473v2 [cs.CL] UPDATED)
A novel notion of barycenter for probability distributions based on optimal weak mass transport. (arXiv:2102.13380v2 [stat.ML] UPDATED)
Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling. (arXiv:2102.13156v3 [cs.LG] UPDATED)
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks. (arXiv:2102.12033v3 [cs.LG] UPDATED)

arxiv.org Statistics – ML RSS Feed

Boosted CVaR Classification. (arXiv:2110.13948v1 [cs.LG])
A novel notion of barycenter for probability distributions based on optimal weak mass transport. (arXiv:2102.13380v2 [stat.ML] UPDATED)
Locally Valid and Discriminative Prediction Intervals for Deep Learning Models. (arXiv:2106.00225v4 [cs.LG] UPDATED)
Support vector machines and linear regression coincide with very high-dimensional features. (arXiv:2105.14084v2 [cs.LG] UPDATED)
Implicit Regularization in Matrix Sensing via Mirror Descent. (arXiv:2105.13831v2 [stat.ML] UPDATED)

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