Optimization

Neural Neighborhood Search for Multi-agent Path Finding ICLR 2024 Neural Network Approximators for Marginal MAP in Probabilistic Circuits AAAI 2024 Neural Network Augmented Kalman Filter for Robust Acoustic Howling Suppression Interspeech 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024 Neural operators for boundary stabilization of stop-and-go traffic L4DC 2024 Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving ICML 2024 Neural Optimal Transport with General Cost Functionals ICLR 2024 Neural Physical Simulation with Multi-Resolution Hash Grid Encoding AAAI 2024 Neural Spectral Methods: Self-supervised learning in the spectral domain ICLR 2024 Neural structure learning with stochastic differential equations ICLR 2024 NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks ICLR 2024 NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization EMNLP 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 New Insight of Variance reduce in Zero-Order Hard-Thresholding: Mitigating Gradient Error and Expansivity Contradictions ICLR 2024 Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations NeurIPS 2024 Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms NeurIPS 2024 NICE: To Optimize In-Context Examples or Not? ACL 2024 No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation NeurIPS 2024 Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning ICML 2024 Noise Contrastive Alignment of Language Models with Explicit Rewards NeurIPS 2024 Noise-Free Optimization in Early Training Steps for Image Super-resolution AAAI 2024 Noisy One-point Homographies are Surprisingly Good CVPR 2024 Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation NeurIPS 2024 Nonasymptotic analysis of Stochastic Gradient Hamiltonian Monte Carlo under local conditions for nonconvex optimization JMLR 2024 Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search NeurIPS 2024