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Optimization

14,983 papers

Papers per year

18
112
342
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Papers

Continuous-Time Trajectory Estimation for Event-based Vision Sensors RSS 2015
Dealing with Difficult Instances of Object Rearrangement RSS 2015
Online Planning for Autonomous Running Jumps Over Obstacles in High-Speed Quadrupeds RSS 2015
Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs RSS 2015
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Biclustering Using Message Passing NIPS 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization NIPS 2014
Cone-Constrained Principal Component Analysis NIPS 2014
Learning convolution filters for inverse covariance estimation of neural network connectivity NIPS 2014
Online Optimization for Max-Norm Regularization NIPS 2014
Optimizing Energy Production Using Policy Search and Predictive State Representations NIPS 2014
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers NIPS 2014
Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning NIPS 2014
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
SerialRank: Spectral Ranking using Seriation NIPS 2014
RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NIPS 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NIPS 2014
Efficient Minimax Strategies for Square Loss Games NIPS 2014
Probabilistic low-rank matrix completion on finite alphabets NIPS 2014
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning NIPS 2014
Efficient Structured Matrix Rank Minimization NIPS 2014
Top Rank Optimization in Linear Time NIPS 2014
On Multiplicative Multitask Feature Learning NIPS 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014
Multivariate Regression with Calibration NIPS 2014