gradient-based learning

Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability NeurIPS 2021 Learning Model-Based Privacy Protection under Budget Constraints AAAI 2021 The staircase property: How hierarchical structure can guide deep learning NeurIPS 2021 On the design of consequential ranking algorithms UAI 2020 Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020 SoftSort: A Continuous Relaxation for the argsort Operator ICML 2020 Uncertainty in Model-Agnostic Meta-Learning using Variational Inference WACV 2020 A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning ICML 2019 Convergence Analysis of Gradient-Based Learning in Continuous Games UAI 2019 Provable Guarantees for Gradient-Based Meta-Learning ICML 2019 Meta-Gradient Reinforcement Learning NeurIPS 2018 Limits of End-to-End Learning ACML 2017 Compete to Compute NeurIPS 2013 Gradient-based kernel method for feature extraction and variable selection NeurIPS 2012