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Optimization

14,983 papers

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Papers

Gradients of Functions of Large Matrices NIPS 2024
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization NIPS 2024
Monte Carlo Tree Search based Space Transfer for Black Box Optimization NIPS 2024
Efficient Centroid-Linkage Clustering NIPS 2024
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning NIPS 2024
SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning NIPS 2024
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning NIPS 2024
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning NIPS 2024
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint NIPS 2024
Fast Proxy Experiment Design for Causal Effect Identification NIPS 2024
SAMPa: Sharpness-aware Minimization Parallelized NIPS 2024
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model NIPS 2024
Rejection via Learning Density Ratios NIPS 2024
Vision Mamba Mender NIPS 2024
Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport NIPS 2024
Improving Adaptivity via Over-Parameterization in Sequence Models NIPS 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations NIPS 2024
Color-Oriented Redundancy Reduction in Dataset Distillation NIPS 2024
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks? NIPS 2024
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling NIPS 2024
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes NIPS 2024
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing NIPS 2024
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations NIPS 2024