Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
- Hongkang Li
- Songtao Lu
- et al.
- 2025
- ICLR 2025
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Q-function Decomposition with Intervention Semantics for Factored Action Spaces
- Junkyu Lee
- Tian Gao
- et al.
- 2025
- AAAI 2025
Byzantine-Robust Decentralized Federated Learning
- Minghong Fang
- Zifan Zhang
- et al.
- 2024
- CCS 2024
M2 ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization
- A Saif
- Lisha Chen
- et al.
- 2024
- INTERSPEECH 2024
FADAS: Towards Federated Adaptive Asynchronous Optimization
- Yujia Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning
- Shuai Zhang
- Heshan Fernando
- et al.
- 2024
- ICML 2024
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
- Hongkang Li
- Meng Weng
- et al.
- 2024
- ICML 2024
Distributed Bilevel Optimization with Communication Compression
- Yutong He
- Jie Hu
- et al.
- 2024
- ICML 2024
Federated Neuro-Symbolic Learning
- Pengwei Xing
- Songtao Lu
- et al.
- 2024
- ICML 2024
How Do Nonlinear Transformers Acquire Generalization-Guaranteed CoT Ability?
- Hongkang Li
- Meng Weng
- et al.
- 2024
- ICML 2024