A Variability-Based Framework for Interpretable Naming in Formal and Relational Concept A…
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Noticias de IA
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Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing H…
Self-Explainability in Self-Adaptive and Self-Organising Systems: Status and Research Dir…
Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word…
What Makes a Desired Graph for Relational Deep Learning?
From Rigid to Dynamic: Entropy-Guided Adaptive Inference for Long-Context LLMs
LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guide…
TheoremBench: Evaluating LLMs on Theorem Proving in Formal Mathematics
Bayesian Selective Latent Inference for Wastewater-First Influenza Monitoring
VESTA: A Fully Automated Scenario Generation and Safety Evaluation Framework for LLM Agen…
DN-Hypo-Pipeline: An AI-Driven Workflow for Hypothesis Generation via Large Language Mode…
From Coarse to Fine: Managing Temporal Granularity in Spatio-Temporal Data for Fine-Grain…
Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs
Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents
Leveraging Structural Constraints for Diffusion-based Neural TSP Solvers
Anything2Skill: Compiling External Knowledge into Reusable Skills for Agents
FF-JEPA: Long-Horizon Planning in World Models with Latent Planners
IMUG-Bench: Benchmarking Unified Multimodal Models on Interleaved Understanding and Gener…
A Regret Minimization Framework on Preference Learning in Large Language Models
Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts
Can the Environment Speak for Itself? $T^{2}$-GRPO: A Turn-Trajectory Group Relative Poli…
Instrumental convergence and power-seeking
Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large L…
Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Mode…
Momentum for Reasoning: Dense Intrinsic Signals in Policy Optimization
Q-Delta: Beyond Key-Value Associative State Evolution
Bridging Expert Knowledge and Automated Feature Engineering via Self-Evolution
RAILS: Verification-Native Clearing For Agentic Commerce
Beware of GeeksBearing Gifts: Building True EU Frontier AI Sovereignty
Structure-Conditioned Actor-Critic Branches for Quality-Diversity Reinforcement Learning