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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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Papers (including subtopics)

Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes JMLR 2008
Robust Submodular Observation Selection JMLR 2008
Structural Learning of Chain Graphs via Decomposition JMLR 2008
A Numerically Robust LCP Solver for Simulating Articulated Rigid Bodies in Contact RSS 2008
Improving Localization Robustness in Monocular SLAM Using a High-Speed Camera RSS 2008
Stochastic Recruitment: A Limited-Feedback Control Policy for Large Ensemble Systems RSS 2008
Structural Improvement Filtering Strategy for PRM RSS 2008
Metastable Walking on Stochastically Rough Terrain RSS 2008
An Analysis of Convex Relaxations for MAP Estimation NIPS 2007
Random Features for Large-Scale Kernel Machines NIPS 2007
Compressed Regression NIPS 2007
Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains NIPS 2007
Predictive Matrix-Variate t Models NIPS 2007
Efficient Principled Learning of Thin Junction Trees NIPS 2007
Scan Strategies for Meteorological Radars NIPS 2007
Inferring Elapsed Time from Stochastic Neural Processes NIPS 2007
Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods NIPS 2007
Ensemble Clustering using Semidefinite Programming NIPS 2007
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems NIPS 2007
Modeling Natural Sounds with Modulation Cascade Processes NIPS 2007
How SVMs can estimate quantiles and the median NIPS 2007
Random Projections for Manifold Learning NIPS 2007
Convex Learning with Invariances NIPS 2007
The Noisy-Logical Distribution and its Application to Causal Inference NIPS 2007
Adaptive Online Gradient Descent NIPS 2007