learning dynamics

Who Leads and Who Follows in Strategic Classification? NeurIPS 2021 An analytic theory of shallow networks dynamics for hinge loss classification NeurIPS 2020 Curvature-corrected learning dynamics in deep neural networks ICML 2020 Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification NeurIPS 2020 Dynamics of Deep Neural Networks and Neural Tangent Hierarchy ICML 2020 Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications NeurIPS 2020 Gifting in Multi-Agent Reinforcement Learning (Student Abstract) AAAI 2020 Investigating Learning Dynamics of BERT Fine-Tuning AACL 2020 Learning to Model Opponent Learning (Student Abstract) AAAI 2020 The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS 2020 The Surprising Simplicity of the Early-Time Learning Dynamics of Neural Networks NeurIPS 2020 An analytic theory of generalization dynamics and transfer learning in deep linear networks ICLR 2019 Convergence of Learning Dynamics in Information Retrieval Games AAAI 2019 Data-Dependence of Plateau Phenomenon in Learning with Neural Network --- Statistical Mechanical Analysis NeurIPS 2019 Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence NeurIPS 2019 Understanding Learning Dynamics Of Language Models with SVCCA NAACL 2019 Gradient Descent Learns One-hidden-layer CNN: Don’t be Afraid of Spurious Local Minima ICML 2018 Learning Dynamics of Linear Denoising Autoencoders ICML 2018 The Dynamics of Learning: A Random Matrix Approach ICML 2018 Addressing Environment Non-Stationarity by Repeating Q-learning Updates JMLR 2016 Spike timing-dependent plasticity as dynamic filter NeurIPS 2010 An Approach to Bounded Rationality NeurIPS 2006