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Continuous Optimization

3,907 papers

Papers per year

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38
155
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Papers

Generalized Conditional Gradient for Sparse Estimation JMLR 2017
CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics NSDI 2017
Balancing and Step Recovery Capturability via Sums-of-Squares Optimization RSS 2017
Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion RSS 2017
Learning Lyapunov (Potential) Functions from Counterexamples and Demonstrations RSS 2017
Geometry of 3D Environments and Sum of Squares Polynomials RSS 2017
Bayesian Intermittent Demand Forecasting for Large Inventories NIPS 2016
Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods NIPS 2016
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NIPS 2016
Single Pass PCA of Matrix Products NIPS 2016
Optimal Sparse Linear Encoders and Sparse PCA NIPS 2016
Adaptive Averaging in Accelerated Descent Dynamics NIPS 2016
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers NIPS 2016
Algorithms and matching lower bounds for approximately-convex optimization NIPS 2016
Probabilistic Linear Multistep Methods NIPS 2016
Sublinear Time Orthogonal Tensor Decomposition NIPS 2016
CMA-ES with Optimal Covariance Update and Storage Complexity NIPS 2016
Dimension-Free Iteration Complexity of Finite Sum Optimization Problems NIPS 2016
Stochastic Optimization for Large-scale Optimal Transport NIPS 2016
The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM NIPS 2016
Structure-Blind Signal Recovery NIPS 2016
Optimal spectral transportation with application to music transcription NIPS 2016
Low-Rank Regression with Tensor Responses NIPS 2016
Designing smoothing functions for improved worst-case competitive ratio in online optimization NIPS 2016
The non-convex Burer-Monteiro approach works on smooth semidefinite programs NIPS 2016