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Optimization

1203 directly classified papers

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Papers

Scalable Quantum-Inspired Optimization Through Dynamic Qubit Compression AAAI 2025
Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025
Scalable Knowledge Refactoring Using Constrained Optimisation AAAI 2025
Federated Binary Matrix Factorization Using Proximal Optimization AAAI 2025
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level ACL 2025
Learning Complexity of Gradient Descent and Conjugate Gradient Algorithms AAAI 2025
Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025
De-singularity Subgradient for the q-th-Powered lₚ-Norm Weber Location Problem AAAI 2025
Self-Clocked Round-Robin Packet Scheduling NSDI 2025
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025
PCR-GS: COLMAP-Free 3D Gaussian Splatting via Pose Co-Regularizations ICCV 2025
Selective Inference with Distributed Data JMLR 2025
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model CVPR 2025
Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling OSDI 2025
Riemannian Bilevel Optimization JMLR 2025
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming JMLR 2025
Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025
Optimization Over a Probability Simplex JMLR 2025
Improved Rank Aggregation Under Fairness Constraint IJCAI 2025
Algorithms for ridge estimation with convergence guarantees JMLR 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025
Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers ICCV 2025