Hugo Cisneros
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Machine learning
Blog
Neural Architecture Search
2020.01.14
Searching for the right neural network.
Notes
Neural network training
Algorithmic bias
Reinforcement learning
Continual learning
t-SNE
Adversarial examples
Pytorch
AI and climate change
Few-shot learning
Computer vision
Neural networks
Reservoir computing
Rademacher complexity
Bias-variance tradeoff
NLP
Notes on: One model for the learning of language by Yang, Y., & Piantadosi, S. T. (2022)
Supervised learning
Catastrophic forgetting
Learning in dynamical systems
Meta-learning
Generative modelling
Distillation
Transfer learning
Alternative learning mechanisms
Generalization in Machine learning
The Bitter Lesson
Self-supervised learning
Recurrent neural networks
Privacy-preserving machine learning
Unsupervised learning
Federated learning
Gaussian Processes
Talk: Differentiation of black-box combinatorial solvers
Data representation
Kernel Methods
