Meta-Dag: Meta Causal Discovery Via Bilevel Optimization
- Songtao Lu
- Tian Gao
- 2023
- ICASSP 2023
Conference paper
Publications
75 results for Songtao Lu
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2023
- ICLR 2023
Conference paperJoint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks
- Shuai Zhang
- Meng Weng
- et al.
- 2023
- ICLR 2023
Conference paperDistributed Offline Policy Optimization Over Batch Data
- Han Shen
- Songtao Lu
- et al.
- 2023
- AISTATS 2023
Conference paperTime Domain Reflectometry Waveform Interpretation With Convolutional Neural Networks
- Zhuangji Wang
- Shan Hua
- et al.
- 2023
- Water Resources Research
PaperConditional Moment Alignment for Improved Generalization in Federated Learning
- Jayanth Regatti
- Songtao Lu
- et al.
- 2022
- NeurIPS 2022
WorkshopUnderstanding Benign Overfitting in Gradient-based Meta Learning
- Lisha Chen
- Songtao Lu
- et al.
- 2022
- NeurIPS 2022
Conference paperA Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
- Songtao Lu
- Siliang Zeng
- et al.
- 2022
- NeurIPS 2022
Conference paperA Text-based Safety Benchmark for Reinforcement Learning Problems
- Ngoc Lan Hoang
- Nicolas Galichet
- et al.
- 2022
- NeurIPS 2022
PosterRobust Multi-objective Bilevel Optimization With Applications In Machine Learning
- Alex Gu
- Songtao Lu
- et al.
- 2022
- INFORMS 2022
Invited talk