Peizhong Ju

CoRR, 2024

Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers.

[BibT_eX]

[DOI]

CoRR, 2024

Non-asymptotic Convergence of Discrete-time Diffusion Models: New Approach and Improved Rate.

[BibT_eX]

[DOI]

CoRR, 2024

AI-EDGE: An NSF AI institute for future edge networks and distributed intelligence.

[BibT_eX]

[DOI]

AI Mag., 2024

Efficient Multi-dimensional Compression for Network-edge Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Can We Theoretically Quantify the Impacts of Local Updates on the Generalization Performance of Federated Learning?

[BibT_eX]

[DOI]

Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Achieving Sample and Computational Efficient Reinforcement Learning by Action Space Reduction via Grouping.

[BibT_eX]

[DOI]

Yining Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning.

[BibT_eX]

[DOI]

Arnob Ghosh

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generalization Performance of Transfer Learning: Overparameterized and Underparameterized Regimes.

[BibT_eX]

[DOI]

CoRR, 2023

Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning.

[BibT_eX]

[DOI]

Arnob Ghosh

CoRR, 2023

Theory on Forgetting and Generalization of Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning.

[BibT_eX]

[DOI]

Yingbin Liang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Distribution-level markets under high renewable energy penetration.

[BibT_eX]

[DOI]

Jianwei Huang

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Understanding the Generalization Power of Overfitted NTK Models: 3-layer vs. 2-layer (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021

On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Overfitting Can Be Harmless for Basis Pursuit: Only to a Degree.

[BibT_eX]

[DOI]

Jia Liu

CoRR, 2020

Overfitting Can Be Harmless for Basis Pursuit, But Only to a Degree.

[BibT_eX]

[DOI]

Jia Liu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Achievable-Rate-Enhancing Self-Interference Cancellation for Full-Duplex Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Adversarial Attacks to Distributed Voltage Control in Power Distribution Networks with DERs.

[BibT_eX]

[DOI]