AI News

A Randomized Permutation Whole-Model Test Heuristic for Self-Validated Ensemble Models (SVEM) (arxiv.org)

Uniform ergodicity and spectral gap of importance-tempered MCMC with heavy-tailed targets (arxiv.org)

Conformalized Polynomial Chaos Expansion for Uncertainty-aware Surrogate Modeling (arxiv.org)

From Dueling Bandits to Episodic MDPs: Learning with Adversarial Preference Feedback (arxiv.org)

Latent-Space Importance Weighting under Covariate Shift (arxiv.org)

Ontology-Guided Knowledge Graph Construction from Structured Metadata and Climate Science Publications (arxiv.org)

Batched NN 4D-Var: a performant hybrid model framework for the Integrated Forecasting System (arxiv.org)

Acquisition for Spherical-Linear Bayesian Optimization on the Cube (arxiv.org)

Towards robust long-context understanding of large language model via active recap learning (arxiv.org)

Score-Preserving Continual Lasso under Task Shift (arxiv.org)

Sparse Bayesian Neural Networks via Sticky Piecewise Deterministic Markov Processes (arxiv.org)

Empirical concentration for chains with infinite memory (arxiv.org)

Exact Global Minimax Risk near Nonidentification (arxiv.org)

Beyond the Monolithic Scheduler: Lightweight Adaptive Policy Switcher for Process Scheduling Optimization (arxiv.org)

Combinatorial Characterizations of the Learnability of Conditional Distributions (arxiv.org)

Conditional Flow Models for Offline Maximum Entropy Reinforcement Learning (arxiv.org)

Adaptive Control of Scientific Instruments with Nonstationary Responses through Multimodal Agents (arxiv.org)

Knowing When to Stop: The Evidence-Action Gap in Coding Agents (arxiv.org)

Softly Symbolifying Kolmogorov-Arnold Networks (arxiv.org)

Early learning in large residual networks (arxiv.org)

Implicit Neural Representations for Variational Problems on Graphons (arxiv.org)

Federated Nonparametric Regression with Heterogeneous Clients (arxiv.org)

Effectiveness of Curriculum Learning Depends on Reward Sparsity and Competing Optima (arxiv.org)

Autoregressive Physics-Informed Neural Operator Surrogates and Joint 4-D Seismic-Production Bayesian History Matching (arxiv.org)

Mitigating the Likelihood Paradox in Flow-based OOD Detection: An Entropic Perspective (arxiv.org)

AI Alignment for Digital Democracy: Fairer Voters Representation against LLM Biases (arxiv.org)

PoKER: A Probability of Kill Estimation Rate Model for Air-to-Air Missiles Using Machine Learning on Stochastic Targets (arxiv.org)

TensorCommitments: A Lightweight Verifiable Inference for Large Language Models (arxiv.org)

Better Reward Models Are Not Always Less Biased: Social Alignment Beyond Standard Reward Benchmarks (arxiv.org)

Benchmarking Vision-Language Models on Synapse and Neuron Proofreading in Connectomics (arxiv.org)

DexPort: A Hand-Held Skill Interface for Dexterous Hand Data Collection (arxiv.org)

PolyMemDB: A Polyglot Database System for AI Memory Management (arxiv.org)

EvalCards: A Framework for Standardized Evaluation Reporting (arxiv.org)

Why Does Counterintuitive Likelihood Behavior Rarely Emerge in Tabular Anomaly Detection? (arxiv.org)

SteerVTE: Seamless Video Text Editing with Style and Glyph Control (arxiv.org)

Beyond Discrete Tokens: Preserving Numerical Continuity in Medical Vision-Language Models (arxiv.org)

Monetizing Intelligence: Advertising and Subscription Design on LLM Platforms (arxiv.org)

When Clinical Judgment Becomes a Predictive Shortcut: Two Questions Clinical AI Must Answer Before Deployment (arxiv.org)

Green Code or Costly Code? Evaluating the Energy Costs of Iterative LLM-Based Code Optimizations (arxiv.org)

The Role of Quantum in Hybrid Quantum-Classical Neural Networks: An Empirical Assessment (arxiv.org)

Singular Geometry of Low-Rank Adaptation (arxiv.org)

Stochastic Inverse Problem: stability, regularization and Wasserstein gradient flow (arxiv.org)

Rethinking Structured Generation: Can Graph-Based Reasoning Resolve Ambiguity? (arxiv.org)

ArtifactArena: Evaluating Models by What They Build in the Physical World (arxiv.org)

OpenHome: From Perception to Insight in Smart-Home Camera Videos (arxiv.org)

Representation Learning via Composite Subspace Flow Matching (arxiv.org)

SP-Guide: Enhancing Aerial Vision-Language Navigation with Spatial Priors (arxiv.org)

Data Quality Audit and Bivariate Temperature-Humidity Analysis of a Long-Term LoRaWAN Network: Anomaly Detection, PCA, Clustering and Machine Learning (arxiv.org)

Distributional Alignment of LLMs and Its Generalization Properties (arxiv.org)

MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph (arxiv.org)