Machine Learning

On the Information Processing of One-Dimensional Wasserstein Distances with Finite Samples AAAI 2026 On the Interplay between Human Label Variation and Model Fairness EACL 2026 On the Learning Dynamics of Two-layer Linear Networks with Label Noise SGD AAAI 2026 On the Misalignment Between Data Learnability and Forgettability in Machine Unlearning AAAI 2026 On the Probabilistic Learnability of Compact Neural Network Preimage Bounds AAAI 2026 On the Relevance of Byzantine Robust Optimization Against Data Poisoning JMLR 2026 On the Robustness of Bandit Multiple Testing AAAI 2026 On the Role of Transformer Feed-Forward Layers in Nonlinear In-Context Learning ALT 2026 On the Stability of Nonlinear Dynamics in GD and SGD: Beyond Quadratic Potentials COLT 2026 On the Statistical Query Complexity of Learning Semiautomata: a Random Walk Approach COLT 2026 On the Sublinear Regret of Continuous K-Max Bandits UAI 2026 On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026 On Transportability for Structural Causal Bandits UAI 2026 OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026 OpenLID-v3: Improving the Precision of Closely Related Language Identification – An Experience Report EACL 2026 OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models WACV 2026 Open Problem: Is Interaction Necessary for Order-Optimal 1-bit Mean Estimation? COLT 2026 Open-World 3D Scene Graph Generation for Retrieval-Augmented Reasoning AAAI 2026 Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026 OPERA: A Reinforcement Learning--Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval AAAI 2026 Operationalizing Pluralistic Values in Large Language Model Alignment Reveals Trade-offs in Safety, Inclusivity, and Model Behavior AAAI 2026 OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting During Parameter-Efficient Fine-Tuning AAAI 2026 Opt3DGS: Optimizing 3D Gaussian Splatting with Adaptive Exploration and Curvature-Aware Exploitation AAAI 2026 Optical Character Recognition for the International Phonetic Alphabet EACL 2026 Optical Diffraction-based Convolution for Semiconductor Lithography CVPR 2026