Theory

3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence WACV 2026 3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion AAAI 2026 A Characterization of List Language Identification in the Limit COLT 2026 Active Learning of Symbolic Automata over Rational Numbers AAAI 2026 Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees AAAI 2026 Adaptive Riemannian Graph Neural Networks AAAI 2026 A Flat Minima Perspective on Understanding Augmentations and Model Robustness AAAI 2026 A Fortiori Case-Based Reasoning: From Theory to Data (Abstract Reprint) AAAI 2026 Aggregate-Combine-Readout GNNs Can Express Logical Classifiers Beyond the Logic C2 AAAI 2026 A Knowledge Compilation Map for Quantum Information AAAI 2026 An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression UAI 2026 Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks AAAI 2026 An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026 An NTK Theory Approach to UCB Estimation in Semi-gradient TD Learning UAI 2026 A Novel Approach to Evaluating Evaluation Metrics for Multi-Output Structured Prediction AAAI 2026 Approximation Rates for Schrödinger Bridge Potentials via Fixed-Point ERM UAI 2026 A Regex Minimization Benchmark: A PSPACE-Complete Challenge for Language Models EACL 2026 A Theoretical Analysis of Detecting Large Model-Generated Time Series AAAI 2026 A Topological Rewriting of Tarski’s Mereogeometry AAAI 2026 A Unified Framework for Locality in Scalable MARL L4DC 2026 A Unified Lower Bound on the Noisy Query Complexity of Boolean Functions COLT 2026 Autonomous Concept Drift Threshold Determination AAAI 2026 Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden’s J statistic EACL 2026 Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth EACL 2026 Beyond Sharpness: The Role of Nonuniformity in Generalization AAAI 2026