An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition
- Quan Xiao
- Songtao Lu
- et al.
- 2023
- NeurIPS 2023
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73 results for Songtao Lu
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with epsilon-Greedy Exploration
- Shuai Zhang
- Hongkang Li
- et al.
- 2023
- NeurIPS 2023
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities
- Zhuqing Liu
- Xin Zhang
- et al.
- 2023
- MobiHoc 2023
Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization
- Zichong Li
- Pin-Yu Chen
- et al.
- 2023
- COAP
Waveform Design and Optimization for Integrated Visible Light Positioning and Communication
- Shuai Ma
- Shiyu Cao
- et al.
- 2023
- IEEE Transactions on Communications
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
- Zhuqing Liu
- Xin Zhang
- et al.
- 2023
- ICML 2023
Bilevel Optimization with Coupled Decision-Dependent Distributions
- Songtao Lu
- 2023
- ICML 2023
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
- Yonggui Yan
- Jie Chen
- et al.
- 2023
- ICML 2023
Meta-Dag: Meta Causal Discovery Via Bilevel Optimization
- Songtao Lu
- Tian Gao
- 2023
- ICASSP 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2023
- ICLR 2023