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Continuous Optimization

3,907 papers

Papers per year

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38
155
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Papers

A Dual Framework for Low-rank Tensor Completion NIPS 2018
Computing Higher Order Derivatives of Matrix and Tensor Expressions NIPS 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NIPS 2018
Provably Correct Automatic Sub-Differentiation for Qualified Programs NIPS 2018
Wasserstein Distributionally Robust Kalman Filtering NIPS 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NIPS 2018
A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018
Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NIPS 2018
Structured Local Minima in Sparse Blind Deconvolution NIPS 2018
Solving Non-smooth Constrained Programs with Lower Complexity than $\mathcal{O}(1/\varepsilon)$: A Primal-Dual Homotopy Smoothing Approach NIPS 2018
Mixture Matrix Completion NIPS 2018
Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis NIPS 2018
Scalable Robust Matrix Factorization with Nonconvex Loss NIPS 2018
Coordinate Descent with Bandit Sampling NIPS 2018
Inexact trust-region algorithms on Riemannian manifolds NIPS 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance NIPS 2018
Direct Runge-Kutta Discretization Achieves Acceleration NIPS 2018
A convex program for bilinear inversion of sparse vectors NIPS 2018
Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features NIPS 2018
The Physical Systems Behind Optimization Algorithms NIPS 2018
Legendre Decomposition for Tensors NIPS 2018
Quadratic Decomposable Submodular Function Minimization NIPS 2018
On Controllable Sparse Alternatives to Softmax NIPS 2018
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NIPS 2018
Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NIPS 2018