PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities
- Zhuqing Liu
- Xin Zhang
- et al.
- 2023
- MobiHoc 2023
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67 results for Songtao Lu
Meta-Dag: Meta Causal Discovery Via Bilevel Optimization
- Songtao Lu
- Tian Gao
- 2023
- ICASSP 2023
Distributed Offline Policy Optimization Over Batch Data
- Han Shen
- Songtao Lu
- et al.
- 2023
- AISTATS 2023
INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
- Zhuqing Liu
- Xin Zhang
- et al.
- 2022
- MobiHoc 2022
Overcoming Catastrophic Forgetting via Direction-Constrained Optimization
- Yunfei Teng
- Anna Choromanska
- et al.
- 2022
- ECML PKDD 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- Gaoyuan Zhang
- Songtao Lu
- et al.
- 2022
- UAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- Pu Zhao
- Parikshit Ram
- et al.
- 2022
- IJCAI 2022
Decentralized Bilevel Optimization for Personalized Client Learning
- Songtao Lu
- Xiaodong Cui
- et al.
- 2022
- ICASSP 2022
Training logical neural networks by primal-dual methods for neuro-symbolic reasoning
- Songtao Lu
- Naweed Khan
- et al.
- 2021
- ICASSP 2021
Federated acoustic modeling for automatic speech recognition
- Xiaodong Cui
- Songtao Lu
- et al.
- 2021
- ICASSP 2021