AI News

FedAlphaEdit: Null-Space-Aligned Merging for Collaborative Knowledge Editing (arxiv.org)

Ambient Discrete Diffusion: Using the Wrong Data at the Right Time for Data Efficient Learning (arxiv.org)

Recompose and Refine Latent Reasoning Flows for Vision-Language-Action Models (arxiv.org)

EvoAlloc: A Self-Evolving Resource Allocation Agent for Efficient Program Evolution (arxiv.org)

Is Memorization Context-Sensitive? Prefix-Based Extraction Beyond Isolated Prefixes (arxiv.org)

When Should Agents Think? Adaptive Reasoning via Cross-Turn Estimation (arxiv.org)

Instruction-Conditioned Electromagnetic Spectrum Understanding via Budget-Adaptive Signal Tokenization (arxiv.org)

Using Weisfeiler-Leman Features for Algorithm Selection in Constraint Optimisation (arxiv.org)

AdaCast: Conditional Parameter Generation for Adaptive Time Series Forecasting (arxiv.org)

A Geometric Approach to Soft Actor-Critic with Zonotopes for Locomotion Learning (arxiv.org)

Few-Step Generation via Data-Space Iteration (arxiv.org)

Q-Shaped Options for Hierarchical Reinforcement Learning (arxiv.org)

SCORE: Spectral Correlation Estimation for Multivariate Gaussians (arxiv.org)

MPGE: A Multi-Perspective Graph Explainer for Molecular Classification Explanation (arxiv.org)

CausalDreamer: Learning Predictive World Models with Latent Disentanglement (arxiv.org)

Test-Time Compute for Tabular Foundation Models: Mechanisms, Gains, and Limits (arxiv.org)

InterviewPlayground: A Simulation Environment for Evaluating AI Interviewers (arxiv.org)

PulseBound: Future-Beat State Forecasting Under an Explicit Information Boundary (arxiv.org)

Complexity of Grounded Semantics and Preferred Semantics in Finitary Argumentation Frameworks (arxiv.org)

An Interpretable Approach to PDE Solution Discovery via Structural Experience Distillation (arxiv.org)

MetaOPD: Meta-Learned Token Weighting for On-Policy Distillation (arxiv.org)

MindFlow: Mind Supernet Powered Thinking Flows for Research Idea Innovation (arxiv.org)

A Structural Theory of Cognitive Representation and Problem Solving,Contexts, Invariance, and the Knowledge Space (arxiv.org)

How Is Automated Research Evaluated? A Survey of Benchmarks and Evaluation Practices (arxiv.org)

LEVER: Adaptive Cost-Aware Proof Search Over AND/OR Graphs (arxiv.org)

The Polytopal Neural Network (arxiv.org)

Agentic-TTT: Training test-time policy for test-time training (arxiv.org)

Example-driven Parametrisations for Bayesian Shape Optimisation (arxiv.org)

Stochastic Grouping Conformal Prediction for Effective Subgroup Reliability (arxiv.org)

Interval-valued SHAP in Tree-Based Models (arxiv.org)

Automated Assembly Instruction Generation from CAD Models Using Grounded Large Language Models: A Human-in-the-Loop Framework (arxiv.org)

Beyond Distributional Fidelity: Causal-Penalized Diffusion for Synthetic Tabular Data (arxiv.org)

Accelerating Non-Smooth and Heavy-Tailed Sampling (arxiv.org)

A General $\widetilde{\Omega}(\sqrt{T \gamma_T})$ Lower Bound for Kernel Bandits (arxiv.org)

Transformed Samplers with Variance Reduction (arxiv.org)

JevForest: Path Voting for Budgeted Feature Acquisition (arxiv.org)

The optimal information complexity of VC learning (arxiv.org)

Learning structured linear dynamical systems from missing observations (arxiv.org)

Conditional Kernel Stein Discrepancy (arxiv.org)

Softmax Attention on Gaussian Mixtures: Linear When It Can, Selective When It Must (arxiv.org)

Conformal Prediction under Partial Verification (arxiv.org)

Calibrating Ambiguity Set via Diagnostic Transport for Distributionally Robust Optimization (arxiv.org)

Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning (arxiv.org)

RobustLDS: Learning linear dynamical systems under adversarial corruptions (arxiv.org)

Show HN: Happy Hangul Day! An RNN for Generating Korean Handwriting Strokes (hangul.ink)

New Windows Search (www.producthunt.com)

Keyboard differences between Windows and Macs (unsung.aresluna.org)

Anger as man sentenced to death for Facebook comment (www.themirror.com)

First Thorium Nuclear Clocks Begin to Tick (science.slashdot.org)

Western droughts are more connected than scientists thought, study finds (www.wyomingpublicmedia.org)