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Optimization

14,983 papers

Papers per year

18
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342
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Papers

Minimax Statistical Learning with Wasserstein distances NIPS 2018
Efficient Stochastic Gradient Hard Thresholding NIPS 2018
(Probably) Concave Graph Matching NIPS 2018
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion NIPS 2018
Learning latent variable structured prediction models with Gaussian perturbations NIPS 2018
Optimization over Continuous and Multi-dimensional Decisions with Observational Data NIPS 2018
BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training NIPS 2018
Communication Efficient Parallel Algorithms for Optimization on Manifolds NIPS 2018
Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NIPS 2018
Robust Subspace Approximation in a Stream NIPS 2018
Learning convex bounds for linear quadratic control policy synthesis NIPS 2018
Manifold Structured Prediction NIPS 2018
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses NIPS 2018
How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NIPS 2018
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization NIPS 2018
SEGA: Variance Reduction via Gradient Sketching NIPS 2018
Practical exact algorithm for trembling-hand equilibrium refinements in games NIPS 2018
A Stein variational Newton method NIPS 2018
Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NIPS 2018
Third-order Smoothness Helps: Faster Stochastic Optimization Algorithms for Finding Local Minima NIPS 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NIPS 2018
Dyadic collaborative Manipulation through Hybrid Trajectory Optimization CORL 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018
Efficient Online Scalar Annotation with Bounded Support ACL 2018
Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018