Optimization

Next Generation of Empirical Performance Prediction AAAI 2026 Not Just for Archiving: Provable Benefits of Reusing the Archive in Evolutionary Multi-objective Optimization AAAI 2026 NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026 ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling WACV 2026 Offline Multi-Objective Bandits: From Logged Data to Pareto-Optimal Policies AAAI 2026 Offline Preference Optimization via Maximum Marginal Likelihood Estimation EACL 2026 OMeGa: Joint Optimization of Explicit Meshes and Gaussian Splats for Robust Scene-Level Surface Reconstruction WACV 2026 On Coresets for End-to-end Learning from Crowds AAAI 2026 One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV 2026 Online Convex Optimization with Heavy Tails: Old Algorithms, New Regrets, and Applications ALT 2026 Online Convex Optimization with Sublinear Noisy Probes COLT 2026 Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026 Online Multi-LLM Selection via Contextual Bandits Under Unstructured Context Evolution AAAI 2026 Online Robust Planning Under Model Uncertainty: A Sample-Based Approach AAAI 2026 On the Dataless Training of Neural Networks AAAI 2026 On the Gradient Complexity of Private Optimization with Private Oracles COLT 2026 On the Hidden Objective Biases of Group-based Reinforcement Learning ACL 2026 On the Misalignment Between Data Learnability and Forgettability in Machine Unlearning AAAI 2026 On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026 Opt3DGS: Optimizing 3D Gaussian Splatting with Adaptive Exploration and Curvature-Aware Exploitation AAAI 2026 OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling AAAI 2026 Optimal Transport for Rectified Flow Image Editing: Unifying Inversion-Based and Direct Methods WACV 2026 Optimisation Problems in Constrained Machine Learning AAAI 2026 Optimization and Generalization of Gradient Descent for Shallow ReLU Networks with Minimal Width JMLR 2026 Optimization Method for Surrogate Function in Spiking Neural Networks Based on Membrane Potential Distribution AAAI 2026