AI News

Taming the Agentic RAN: Stability-Guaranteed Arbitration of Autonomous AI Agents in O-RAN (arxiv.org)

Schema-Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding (arxiv.org)

Creating an Atomic User Model for Personality-Aware Large Language Model Interaction (arxiv.org)

On Dominant Manifolds in Reservoir Computing Networks (arxiv.org)

DRL-AdaPart: DRL-Driven Adaptive STAR-RIS Partitioning for Fair and Efficient Resource Utilization (arxiv.org)

Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations (arxiv.org)

DPG loss functions for learning parameter-to-solution maps by neural networks (arxiv.org)

Consensus-based optimization for closed-box adversarial attacks and a connection to evolution strategies (arxiv.org)

Integrated Optimization of Automated Warehouse Operations and Last-Mile Transport for Differentiated On-Demand Delivery (arxiv.org)

Stability-Constrained Approximation in Spline KANs: Exact Layer Balancing and Budget-Compatible Saturation (arxiv.org)

METALICA: METAdynamics and repLICA exchange for enhanced diffusion sampling (arxiv.org)

Sharp margin-based generalization bounds for realizable SVM (arxiv.org)

Bracketing Uncertainty in Clustering Under the Manifold Hypothesis (arxiv.org)

Fast Learning Rates for Physics-Informed Kernel Methods (arxiv.org)

A General Kernel Framework for Non-CND Distance Measures Using |D|-Dimensional Sparse Landmark Embeddings (arxiv.org)

Pay Only for Disagreement: Certified No-Regression Verdicts for Model Updates with Matching Label-Complexity Bounds (arxiv.org)

Fenchel-Young Duality Gaps: Certified Early Stopping for Regularized Inverse Problems (arxiv.org)

Efficient Robust Learning at the Information-Theoretic Limit (arxiv.org)

Random tilts to find stationary points in stochastic convex optimization (arxiv.org)

Approximating Measures on Function Spaces: Transport and Truncation (arxiv.org)

TabPFN-3.5: Technical Report (arxiv.org)

Symmetry without a manifold: intrinsic dimension on orbits (arxiv.org)

On the Identifiability of Mixed Ordinal and Exponential Family Causal DAGs under Linear Parametric Models (arxiv.org)

Matching Multi-Loop Complexities with a Single Loop: Optimal Optimization Stationarity and Best-Known Game Stationarity in Nonconvex--Concave Minimax Optimization (arxiv.org)

Beyond Quadratic Loss: The Stability Phase Diagram of Adam (arxiv.org)

Bad Genius: Counterfactual-Guided Harness Evolution Beyond Task-Specific Shortcuts (arxiv.org)

Gradient Descent with Stochastic Subspaces via Persistence of Memory (arxiv.org)

Spatially Adaptive Noise Injection (arxiv.org)

Provable Guarantees and Efficient Learning of Structural Equation Models with Latent Confounders (arxiv.org)

How Many Labels Does Model Choice Need? Certificates and Budgets for Selective Prediction (arxiv.org)

Revisiting Distributed Sign-Based Variance Reduction (arxiv.org)

Correcting Boundary Bias and Observation Independence in Bayesian Experimental Design (arxiv.org)

When Edit Flows are Edit Jumps: replicating Edit Flows and EvoFlows (arxiv.org)

Stable Filters for Generative Modeling of Graph Signals (arxiv.org)

Physics-Informed Sylvester Normalizing Flows for Bayesian Inference in Magnetic Resonance Spectroscopy (arxiv.org)

A Gradient Flow Approach to Solving Inverse Problems with Latent Diffusion Models (arxiv.org)

Spectral gap of Metropolis-within-Gibbs under log-concavity (arxiv.org)

Finite-Sample Unbiased Variance of MMD under Unbalanced Sampling: Exact Estimation and Quasi-Linear Computation (arxiv.org)

GraphEcho: Structural Redundancy and Evidence Provenance in LLM Graph Agents (arxiv.org)

CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video (arxiv.org)

EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents (arxiv.org)

Learning to Program Adaptive Non-Local Observables for Machine Learning (arxiv.org)

Exponential Hardness of Off-Policy Evaluation under History-Dependent Logging (arxiv.org)

Bayesian Quadrature (arxiv.org)

Breaking the $T^{2/3}$ Barrier for Sequential Calibration (arxiv.org)

Functional BART with Shape Priors: A Bayesian Tree Approach to Constrained Functional Regression (arxiv.org)

R\'enyi Tracking Bounds for Langevin Dynamics with Moving Targets (arxiv.org)

Generalized DCCQ: From Binary Quotients to Multinomial Simplex Geometry and Critical-Strip Coordinates (arxiv.org)

Preservation of Log-Concavity and Convergence of Wasserstein-Fisher-Rao Gradient Flows (arxiv.org)

Rank and computation of the pathlifting Jacobian of a DAG ReLU network (arxiv.org)