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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)

Multivariate Dyadic Regression Trees for Sparse Learning Problems NIPS 2010
A novel family of non-parametric cumulative based divergences for point processes NIPS 2010
t-logistic regression NIPS 2010
Occlusion Detection and Motion Estimation with Convex Optimization NIPS 2010
Minimum Average Cost Clustering NIPS 2010
Online Classification with Specificity Constraints NIPS 2010
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010
Segmentation as Maximum-Weight Independent Set NIPS 2010
Parallelized Stochastic Gradient Descent NIPS 2010
MAP estimation in Binary MRFs via Bipartite Multi-cuts NIPS 2010
Random Walk Approach to Regret Minimization NIPS 2010
CUR from a Sparse Optimization Viewpoint NIPS 2010
Throttling Poisson Processes NIPS 2010
An Approximate Inference Approach to Temporal Optimization in Optimal Control NIPS 2010
Parametric Bandits: The Generalized Linear Case NIPS 2010
Basis Construction from Power Series Expansions of Value Functions NIPS 2010
Variational Inference over Combinatorial Spaces NIPS 2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NIPS 2010
On the Convexity of Latent Social Network Inference NIPS 2010
Moreau-Yosida Regularization for Grouped Tree Structure Learning NIPS 2010
Approximate inference in continuous time Gaussian-Jump processes NIPS 2010
Empirical Bernstein Inequalities for U-Statistics NIPS 2010
Large-Scale Matrix Factorization with Missing Data under Additional Constraints NIPS 2010
A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NIPS 2010
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions NIPS 2010