AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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FairTPT is developed, a novel fairness-aware episodic TTA method that jointly minimizes target marginal entropy while maximizing spurious marginal entropy through soft-prompt tuning and establishes a foundation for robust TTA, which is essential for achieving fairness in practice.
The Multimodal Instruction Network for Transactions (MINT), a framework that connects a pretrained transaction sequence encoder to a decoder-only LLM through lightweight embedding injection, transaction-language alignment, and instruction tuning, achieves state-of-the-art predictive question-answering performance in bo...
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