MCIR: A Feature Dependence-Aware Explainability Method with Reliability Guarantees
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New papers, breakthroughs and academic AI research
SoK: Decentralized Agent Economic Infrastructure
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Permutation-Robust Decision Modeling with Candidate-Independent Block-Causal Attention
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Iterative Policy Refinement through Semantic Rollout Analysis
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iADD: Improving Alignment and Diversity in Diffusion Policy Optimization
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From Network Intrusion Detection to Blockchain-Backed Endpoint Detection and Response: Mapping the Landscape of Decentralized Detection-and-Response Architectures
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Removing spurious minima for planar features by skip connections
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From Isolated Feature to Orbits: Discovering Music Concepts via Multi-SAE Alignment
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Multi-Perspective LLM Annotations for Valid Analyses in Subjective Tasks
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Who Wrote the Book? Detecting and Attributing LLM Ghostwriters
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Beyond Idealized Patients: Evaluating LLMs under Challenging Patient Behaviors in Medical Consultations
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Minimax Optimal Regret for Causal Logistic Bandits with Counterfactual Fairness
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