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Optimization

1,207 papers

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Papers

Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements AISTATS 2024
Asynchronous Randomized Trace Estimation AISTATS 2024
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024
Fast Fourier Bayesian Quadrature AISTATS 2024
SDEs for Minimax Optimization AISTATS 2024
Parameter-Agnostic Optimization under Relaxed Smoothness AISTATS 2024
Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases AISTATS 2024
Fitting Flats to Flats CVPR 2024
Efficient Dataset Distillation via Minimax Diffusion CVPR 2024
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model CVPR 2024
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024
Revisiting Sampson Approximations for Geometric Estimation Problems CVPR 2024
Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization CVPR 2024
Leveraging Camera Triplets for Efficient and Accurate Structure-from-Motion CVPR 2024
ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization CVPR 2024
Alpha Invariance: On Inverse Scaling Between Distance and Volume Density in Neural Radiance Fields CVPR 2024
Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous and Instruction-guided Driving CVPR 2024
QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024
InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization CVPR 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024
A De-singularity Subgradient Approach for the Extended Weber Location Problem IJCAI 2024
Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024
Provable Acceleration of Nesterov’s Accelerated Gradient Method over Heavy Ball Method in Training Over-Parameterized Neural Networks IJCAI 2024
Atomic Recovery Property for Multi-view Subspace-Preserving Recovery IJCAI 2024