Zhi-Hua Zhou

11 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent — Journal of Machine Learning Research 2026
• Efficient Methods for Non-stationary Online Learning — Journal of Machine Learning Research 2025
• Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization — Journal of Machine Learning Research 2024
• On the Intrinsic Structures of Spiking Neural Networks — Journal of Machine Learning Research 2024
• Online Non-stochastic Control with Partial Feedback — Journal of Machine Learning Research 2023
• Non-stationary Online Learning with Memory and Non-stochastic Control — Journal of Machine Learning Research 2023
• Bandit Convex Optimization in Non-stationary Environments — Journal of Machine Learning Research 2021
• Bifurcation Spiking Neural Network — Journal of Machine Learning Research 2021
• Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion — Journal of Machine Learning Research 2019
• Convex and Scalable Weakly Labeled SVMs — Journal of Machine Learning Research 2013
• A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin — Journal of Machine Learning Research 2011