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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)

LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NIPS 2015
Halting in Random Walk Kernels NIPS 2015
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NIPS 2015
Super-Resolution Off the Grid NIPS 2015
Extending Gossip Algorithms to Distributed Estimation of U-statistics NIPS 2015
Online Learning for Adversaries with Memory: Price of Past Mistakes NIPS 2015
Information-theoretic lower bounds for convex optimization with erroneous oracles NIPS 2015
A Nonconvex Optimization Framework for Low Rank Matrix Estimation NIPS 2015
Convergence rates of sub-sampled Newton methods NIPS 2015
Analysis of Robust PCA via Local Incoherence NIPS 2015
Probabilistic Variational Bounds for Graphical Models NIPS 2015
Evaluating the statistical significance of biclusters NIPS 2015
Fast and Guaranteed Tensor Decomposition via Sketching NIPS 2015
A hybrid sampler for Poisson-Kingman mixture models NIPS 2015
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
On the Accuracy of Self-Normalized Log-Linear Models NIPS 2015
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NIPS 2015
Minimax Time Series Prediction NIPS 2015
Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff NIPS 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
Revenue Optimization against Strategic Buyers NIPS 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Fighting Bandits with a New Kind of Smoothness NIPS 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Testing Closeness With Unequal Sized Samples NIPS 2015