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Optimization

14,983 papers

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Papers

When CEGAR Meets Regression: A Love Story in Optimal Classical Planning AAAI 2024
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context AAAI 2024
Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024
On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental Design AAAI 2024
Pandora’s Problem with Deadlines AAAI 2024
Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization AAAI 2024
Learning Diffusions under Uncertainty AAAI 2024
Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach AAAI 2024
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024
Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024
Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families AAAI 2024
DOGE-Train: Discrete Optimization on GPU with End-to-End Training AAAI 2024
An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024
Learning Ultrametric Trees for Optimal Transport Regression AAAI 2024
Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding AAAI 2024
Runtime Analysis of the (μ + 1) GA: Provable Speed-Ups from Strong Drift towards Diverse Populations AAAI 2024
Limited Query Graph Connectivity Test AAAI 2024
Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024
Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024
Inertial Algorithm with Dry Fraction and Convolutional Sparse Coding for 3D Localization with Light Field Microscopy AAAI 2024
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem AAAI 2024
Sample-and-Bound for Non-convex Optimization AAAI 2024
Threshold-Based Responsive Simulated Annealing for Directed Feedback Vertex Set Problem AAAI 2024
Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization AAAI 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization AAAI 2024