Theory

Evaluating Text-to-Image and Text-to-Video Synthesis with a Conditional Frechet Distance WACV 2026 ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models EACL 2026 Experimentation on Endogenous Graphs AAAI 2026 Exploiting Space Folding by Neural Networks AAAI 2026 Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026 Expressive Power of Graph Transformers via Logic AAAI 2026 Expressive Temporal Specifications for Reward Monitoring AAAI 2026 FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026 Fast Conformal Prediction Using Conditional Interquantile Intervals AAAI 2026 Fast Score-Based Sampling via Log-Concave Reductions COLT 2026 Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach AAAI 2026 Finite-Time Decoupled Convergence in Nonlinear Two-Time-Scale Stochastic Approximation JMLR 2026 FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance AAAI 2026 FlorE: Integrating Full Lorentz Group and Directional Offsets for Effective Knowledge Graph Embedding AAAI 2026 FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation EACL 2026 Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation AAAI 2026 Formal Verification of Neural ODE for Safety Evaluation in Autonomous Vehicles AAAI 2026 Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It EACL 2026 High-Dimensional Gaussian Mean Estimation under Realizable Contamination COLT 2026 High-Order Error Bounds for Markovian LSA with Richardson–Romberg Extrapolation AAAI 2026 How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework AAAI 2026 HyRNN: Hybrid Recurrent Neural Networks for Approximating Hybrid Dynamical Systems AAAI 2026 Just Few States Are Enough: Randomized Sparse Feedback for Stability of Dynamical Systems AAAI 2026 Koopman Invariants as Drivers of Emergent Time-Series Clustering in Joint-Embedding Predictive Architectures AAAI 2026 Large Average Subtensor Problem: Ground-State, Algorithms, and Algorithmic Barriers ALT 2026