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

Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood ICML 2022
Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022
Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022
HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022
A Deflation Based Fast and Robust Preconditioner for Bundle Adjustment WACV 2021
Square Root Bundle Adjustment for Large-Scale Reconstruction CVPR 2021
The ensmallen library for flexible numerical optimization JMLR 2021
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020
Actionable Ethics through Neural Learning AAAI 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NIPS 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020
Numerical Optimization to AI, and Back AAAI 2019
Curvature-Exploiting Acceleration of Elastic Net Computations ICML 2019
Singleshot : a scalable Tucker tensor decomposition NIPS 2019
Acceleration via Symplectic Discretization of High-Resolution Differential Equations NIPS 2019
Solving Vision Problems via Filtering ICCV 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019
Direct Runge-Kutta Discretization Achieves Acceleration NIPS 2018
Sketching for Kronecker Product Regression and P-splines AISTATS 2018
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018
Provable Alternating Gradient Descent for Non-negative Matrix Factorization with Strong Correlations ICML 2017
A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017
A Clever Elimination Strategy for Efficient Minimal Solvers CVPR 2017