cs.LG（2024-01-09）

📊 共 7 篇论文

🎯 兴趣领域导航

#	题目	一句话要点	标签
1	Private Fine-tuning of Large Language Models with Zeroth-order Optimization	提出DP-ZO框架以解决大语言模型的隐私微调问题	large language model foundation model
2	A Survey on Efficient Federated Learning Methods for Foundation Model Training	提出高效联邦学习方法以优化基础模型训练	foundation model
3	How predictable is language model benchmark performance?	研究语言模型基准性能的可预测性	large language model
4	SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning	提出SpiNNaker2以解决大规模异步机器学习的计算挑战	foundation model
5	DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference	提出DeepSpeed-FastGen以解决大语言模型高吞吐量与低延迟问题	large language model

#	题目	一句话要点	标签	🔗	⭐
6	Robust Imitation Learning for Automated Game Testing	提出EVOLUTE以解决游戏自动化测试中的效率问题	imitation learning
7	Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k	提出GCMA框架以解决图聚类中预定义聚类数难题	masked autoencoder