Learning to learn by gradient descent by gradient descent

• Learning to select the recombination operator for derivative-free optimization

  2024 Science China Mathematics article Computer Science Metaheuristic Optimization Algorithms Research Open access

  6

  citations
• Subspace Adaptation Prior for Few-Shot Learning

  2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

  4

  citations
• Are LSTMs good few-shot learners?

  2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

  12

  citations
• Stateless neural meta-learning using second-order gradients

  2022 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

  9

  citations
• Metalearning for Deep Neural Networks

  2022 Cognitive technologies book-chapter Computer Science Domain Adaptation and Few-Shot Learning Open access

  4

  citations
• Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise

  2020 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  1

  citations

6 results