Cardinality Estimation, Sketching Algorithms, Stream Processing, Probabilistic Counting
Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning
arxiv.org·11h
Beyond Single: A Data Selection Principle for LLM Alignment via Fine-Grained Preference Signals
arxiv.org·11h
CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning
arxiv.org·11h
SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Irony Detection
arxiv.org·11h
Grasp-HGN: Grasping the Unexpected
arxiv.org·11h
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