AI News

Analytical Evaluation of DCA Convergence Properties for Minimizing Prediction Functions of Gaussian RBF Support Vector Regression (arxiv.org)

Do Real-World Datasets Contain Natural Experiments? An Empirical Study Using Causal Feature Selection (arxiv.org)

Multimodal Transformer Based Generic Mixture Density Network for Scattering Timescale Estimation of Fast Radio Bursts (arxiv.org)

The Value Function Semi-Algebraic Set in Partially Observable Markov Decision Processes (arxiv.org)

Optimized Labeling Resource Allocation for Prediction-Assisted Inference via OPAL (arxiv.org)

Conformal Language Modeling via Posterior Sampling (arxiv.org)

Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block Model (arxiv.org)

Plan, Verify and Fill: A Structured Parallel Decoding Approach for Diffusion Language Models (arxiv.org)

Neural Posterior Estimation for Stochastic Epidemic Models Using Final Outcome Data (arxiv.org)

Recovering Direct Price Effects of Environmental Amenities in Housing Markets: Regression and Causal Machine Learning Model Assessment with Empirical Monte Carlo Simulation (arxiv.org)

Neural Networks Provably Learn Spectral Representations for Group Composition (arxiv.org)

MUSE: A Unified Agentic Harness for MLLMs (arxiv.org)

Privacy-Robust Incrementality Measurement for Advertising Systems under Signal Loss (arxiv.org)

A Quantitative Approximation Framework for Flow Distillation in Diffusion Models (arxiv.org)

Laplacian Representations for Decision-Time Planning (arxiv.org)

Rashomon-Seeded Annealing for Robust Bayesian Inference in Factorial Designs (arxiv.org)

A Fast Screening Approach for High-dimensional Outcomes and High-dimensional Predictors (arxiv.org)

Local and Global Contraction Principles for MCMC Mixing (arxiv.org)

BaltiVoice: A Speech Corpus and Fine-tuned Whisper ASR System for the Balti Language (arxiv.org)

A Robust Optimization Approach to Sparse Principal Component Analysis (arxiv.org)

Few-Shot Prediction for Pulsar Noise with Long Short-Term Memory Network (arxiv.org)

SeeTraceAct: Visibility-Aware Latent Planning from Cross-Embodiment Demonstration Videos (arxiv.org)

Hierarchies of Calibration: Classification meets Regression (arxiv.org)

An Asymptotic Theory of Chain-of-Thought in In-Context Learning (arxiv.org)

Combining Statistical Features and Deep Encodings for Rehearsal-Based Class-Incremental Time Series Classification (arxiv.org)

AI Model Extraction Attacks: Bypassing Single-Client Assumptions in Defenses (arxiv.org)

ScoreStop: Gradient-based early stopping using functional score tests (arxiv.org)

Scalable Derivative Gaussian Processes via Exact Gradient Reduction (arxiv.org)

Trajectory-Aware Node Contributions and the Limits of Static Controllability (arxiv.org)

Resource-Constrained Adaptive Inference for Sequential Pricing (arxiv.org)

Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery (arxiv.org)

State-Coupled Volatility in Latent Dynamical Systems: Recovery Under Partial Observation (arxiv.org)

Set-Preserving Calibration from Conformal P-Values to E-Values (arxiv.org)

Scalable On-Hardware Training of Quantum Neural Networks and Application to Clinical Data Imputation (arxiv.org)

PieArena: Ranking and Profiling Language Agents in Realistic Negotiation Scenarios (arxiv.org)

Whom to Query for What: Adaptive Group Elicitation via Multi-Turn LLM Interactions (arxiv.org)

Sign Lock-In: Randomly Initialized Weight Signs Persist and Bottleneck Sub-Bit Model Compression (arxiv.org)

Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs (arxiv.org)

Efficient ASR Training with Conversations that Never Happened (arxiv.org)

Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation (arxiv.org)

TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer (arxiv.org)

Curriculum-Adapted Robust Reinforcement Learning for UAV Deconfliction in Adversarial Environments (arxiv.org)

VistaHop: Benchmarking Multi-hop Visual Reasoning for Visual DeepSearch (arxiv.org)

Names Don't Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning (arxiv.org)

Agent libOS: A Library-OS-Inspired Runtime for Long-Running, Capability-Controlled LLM Agents (arxiv.org)

Conditional Latent Diffusion Model with Fourier-based Motion Modelling for Virtual Population Synthesis (arxiv.org)

Too Much of a Good Thing: When sim2real Efforts Impede Policy Learning (And What to Do About It) (arxiv.org)

The Impact of Configuring Agentic AI Coding Tools on Build-vs-Buy Decisions: A Study Protocol (arxiv.org)

CoMPAS3D: A Dataset and Benchmark for Interactive Motion (arxiv.org)

Localized, High-resolution Geographic Representations with Slepian Functions (arxiv.org)