Optimization

Neural Event-Triggered Control with Optimal Scheduling ICML 2025 Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization ICLR 2025 Neural Genetic Search in Discrete Spaces ICML 2025 Neural Solver Selection for Combinatorial Optimization ICML 2025 Neural Variable-Order Fractional Differential Equation Networks AAAI 2025 Neural Video Compression with Context Modulation CVPR 2025 Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025 New Lower Bounds for Non-Convex Stochastic Optimization through Divergence Decomposition COLT 2025 NHK Submission to WAT 2025: Leveraging Preference Optimization for Article-level Japanese–English News Translation AACL 2025 NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric ICML 2025 NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025 NLP-Cimat at SemEval-2025 Task 11: Prompt Optimization for LLMs via Genetic Algorithms and Systematic Mutation applied on Emotion Detection SemEval 2025 NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025 Node Similarities under Random Projections: Limits and Pathological Cases ICLR 2025 Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis CVPR 2025 Noise Separation guided Candidate Label Reconstruction for Noisy Partial Label Learning ICLR 2025 Noisy Low-Rank Matrix Completion via Transformed L_1 Regularization and its Theoretical Properties AISTATS 2025 Noisy SIGNSGD Is More Differentially Private Than You (Might) Think ICML 2025 No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods AAAI 2025 Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation ICLR 2025 Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails ICML 2025 Non-asymptotic Error Bounds in W_2-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity ICML 2025 Non-collective Calibrating Strategy for Time Series Forecasting IJCAI 2025 Non-conflicting Energy Minimization in Reinforcement Learning based Robot Control CoRL 2025