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• On-line Building Energy Optimization using Deep Reinforcement Learning
  2017 · 44 citations
• One-Shot Learning using Mixture of Variational Autoencoders: a Generalization Learning approach
  2018 · 10 citations
• Memory-free Online Change-point Detection: A Novel Neural Network Approach
  2022 · 7 citations
• Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning
  2023 · 2 citations
• Dynamic Sparse Training for Deep Reinforcement Learning
  2021 · 1 citations
• Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity
  2025
• Sparse-to-Sparse Training of Diffusion Models
  2025
• Sparse Training Theory for Scalable and Efficient Agents
  2021
• Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers
  2023
• MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning
  2023
• Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity
  2024