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Generative Models: GANs and Diffusion Models
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LLMs and Self-Supervised Learning
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Text Representation Learning
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Seminar 09 (November 27, 2024) of the CleanCloud series. Speaker is Prof. Pierre Gentine (Columbia University in US). Abstract: AI has been revolutionizing many areas of science from protein…
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Matrix Factorizations and Recommender Systems
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Environmental Engineering/CleanCloud Special Seminar - November 21, 2024. Speakers: Dr. Donifan Barahona, NASA Goddard Space Flight Center, USA Title: Improving AI-Driven Subgrid Parameterizations…
Licence
All rights reserved
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Unsupervised Learning, K-Means and GMM
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Ethics and Fairness in ML
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Adversarial Machine Learning
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Neural Networks: Convolutional Nets, Regularization, Data augmentation, Dropout
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Neural Networks, Training, SGD and Backpropagation
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Nearest Neighbor Classifiers and the Curse of Dimensionality
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