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• Stabilizing Training of Generative Adversarial Networks through Regularization
  2017 · 209 citations
• A Semi-supervised Framework for Image Captioning
  2016 · 14 citations
• Generative Minimization Networks: Training GANs Without Competition
  2021 · 7 citations
• A Globally Convergent Evolutionary Strategy for Stochastic Constrained Optimization with Applications to Reinforcement Learning
  2022 · 2 citations
• Byzantine-Robust and Differentially Private Federated Optimization under Weaker Assumptions
  2026
• Trainability of Quantum Models Beyond Known Classical Simulability
  2025
• Optimization Guarantees for Square-Root Natural-Gradient Variational Inference
  2025
• Double Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy
  2025
• Flexible Prior Distributions for Deep Generative Models
  2017
• Regret-Optimal Federated Transfer Learning for Kernel Regression with Applications in American Option Pricing
  2023