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Optimization

341 directly classified papers

Papers per year

Papers

DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025
Speeding Up the NSGA-II with a Simple Tie-Breaking Rule AAAI 2025
Constrained Offline Black-Box Optimization via Risk Evaluation and Management AAAI 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025
Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces AAAI 2025
Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition AAAI 2025
Scalable Acceleration for Classification-Based Derivative-Free Optimization AAAI 2025
Safe Online Convex Optimization with Heavy-Tailed Observation Noises AAAI 2025
Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025
An Elite-guided Weighted Simulated Annealing Algorithm for the Clique Partitioning Problem AAAI 2025
Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025
Hyperparametric Robust and Dynamic Influence Maximization AAAI 2025
EF2X Exists for Four Agents AAAI 2025
FedPop: Federated Population-based Hyperparameter Tuning AAAI 2025
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization AAAI 2025
From Logistic Regression to the Perceptron Algorithm: Exploring Gradient Descent with Large Step Sizes AAAI 2025
First-Order Federated Bilevel Learning AAAI 2025
Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025
Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025
When Every Token Counts: Optimal Segmentation for Low-Resource Language Models COLING 2025
Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation AAAI 2025
Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters k-Clustering and Their Fair Variants AAAI 2025
ME: Modelling Ethical Values for Value Alignment AAAI 2025