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Optimization

1,207 papers

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Papers

Selecting Compliant Agents for Opt-in Micro-Tolling AAAI 2019
On Geometric Alignment in Low Doubling Dimension AAAI 2019
A Nonconvex Projection Method for Robust PCA AAAI 2019
Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems AAAI 2019
Bayesian Functional Optimisation with Shape Prior AAAI 2019
Low-Rank Semidefinite Programming for the MAX2SAT Problem AAAI 2019
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface AAAI 2019
Low-Distortion Social Welfare Functions AAAI 2019
On the Time Complexity of Algorithm Selection Hyper-Heuristics for Multimodal Optimisation AAAI 2019
An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019
Consensual Affine Transformations for Partial Valuation Aggregation AAAI 2019
EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks AAAI 2019
Dimension-Free Error Bounds from Random Projections AAAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
HyperAdam: A Learnable Task-Adaptive Adam for Network Training AAAI 2019
On Testing of Uniform Samplers AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019
Numerical Optimization to AI, and Back AAAI 2019
Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019
Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019
Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019
Lower Bounds for Parallel and Randomized Convex Optimization COLT 2019