Tag: causal machine learning
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BEAM: Advanced Bi-level Evolution for LLM Heuristic Design
Discover BEAM, a bi-level memory-adaptive algorithm that enhances LLM-powered heuristic design, outperforming traditional methods in complex optimization t...
AI Modeling & Simulation for Mixed Automated Traffic
Explore AI methods for simulating mixed automated and human traffic, enhancing autonomous vehicle testing and traffic behavior modeling.
KnowRL: Enhance LLM Reasoning with Reinforcement Learning
Discover KnowRL, a novel reinforcement learning framework that boosts LLM reasoning using minimal-sufficient knowledge guidance for superior AI performance...
Explainable Clustering with Optimized Filtered Patterns
Discover an explainable clustering method using optimized filtered patterns to reduce redundancy and boost computational efficiency in machine learning.
HintMR: Boost Math Reasoning in Small Language Models
Discover how HintMR enhances mathematical reasoning in small language models with hint-assisted guidance for improved accuracy and efficiency.