conftrace_

numerical optimization

55 papers

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Co-occurring keywords

convex optimization (1321) ordinary differential equation (139) stochastic optimization (1060) convergence rate (607) bundle adjustment (103) 3d reconstruction (2253) constrained optimization (281) continuous optimization (135) gradient descent (1144) quasi-newton method (60)

Papers

EnliveningGS: Active Locomotion of 3DGS CVPR 2025
De-singularity Subgradient for the q-th-Powered lₚ-Norm Weber Location Problem AAAI 2025
An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025
Matrix-Free Shared Intrinsics Bundle Adjustment CVPR 2025
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024
Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations AISTATS 2024
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices NAACL 2024
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique ICML 2024
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport NIPS 2024
Learning for CasADi: Data-driven Models in Numerical Optimization L4DC 2024
Power Bundle Adjustment for Large-Scale 3D Reconstruction CVPR 2023
DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks AAAI 2023
A Deep Conjugate Direction Method for Iteratively Solving Linear Systems ICML 2023
Unexpected Improvements to Expected Improvement for Bayesian Optimization NIPS 2023
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design ICML 2023
On the Estimation of Gaussian Mixture Copula Models ICML 2023
Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation AAAI 2023
GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision CVPR 2022
Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood ICML 2022
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022
Towards An Efficient Approach for the Nonconvex lp Ball Projection: Algorithm and Analysis JMLR 2022
Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games AAAI 2022
The Fast Kernel Transform AISTATS 2022
Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022