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Newsworks Tonight

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Preview of Kitaev Models
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Kitaev Models (JV_Kitaev.pdf)

635 KBEN 15 pages
Networks of superconducting topological nanowires can realize Kitaev spin models, with a connection arising from the low-energy theory of both systems being...
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Preview of [PDF]
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[PDF] (pronobis2017icml-padl.pdf)

1.04 MBAndrzej Pronobis, Avinash Ranganath, Rajesh P. N. RaoEN 9 pages
LibSPN is a Python library for learning and inference with Sum-Product Networks (SPNs) and TensorFlow, aiming to become a platform for the machine learning...
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Preview of Dynamics, Neural Collapse, and Normalization in Deep Classifiers Trained with Square Loss
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Dynamics, Neural Collapse, and Normalization in Deep Classifiers Trained with Square Loss (JMLR__2021-22.pdf)

4.61 MBEN 18 pages
This memo explores the dynamics of deep classifiers trained with square loss, revealing convergence to minimum norm solutions when both Weight Decay and Batch Normalization are employed. The study highlights the importance of these techniques for stable training, demonstrating...
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Preview of NYC Equity and Inclusion Strategies for Arts, Culture, and Science Organizations
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NYC Equity and Inclusion Strategies for Arts, Culture, and Science Organizations (CreateNYC_Appendix-Sect1_HealthCulturalSect.pdf)

44 KBEN 2 pages
- **Objective 2:** Empower arts, culture, and science organizations for success. - **Objective 1:** Foster expanded employment opportunities for local artists and cultural workers. - Key strategies include increasing artist support through grants, exploring fair compensation...
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