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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)

Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU ICML 2017
Near-Optimal Design of Experiments via Regret Minimization ICML 2017
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation ICML 2017
Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017
Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees ICML 2017
Improving Viterbi is Hard: Better Runtimes Imply Faster Clique Algorithms ICML 2017
Lost Relatives of the Gumbel Trick ICML 2017
Emulating the Expert: Inverse Optimization through Online Learning ICML 2017
Guarantees for Greedy Maximization of Non-submodular Functions with Applications ICML 2017
Robust Submodular Maximization: A Non-Uniform Partitioning Approach ICML 2017
Lazifying Conditional Gradient Algorithms ICML 2017
On the Sampling Problem for Kernel Quadrature ICML 2017
Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs ICML 2017
Multi-objective Bandits: Optimizing the Generalized Gini Index ICML 2017
Priv’IT: Private and Sample Efficient Identity Testing ICML 2017
“Convex Until Proven Guilty”: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions ICML 2017
Sliced Wasserstein Kernel for Persistence Diagrams ICML 2017
Dueling Bandits with Weak Regret ICML 2017
Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions ICML 2017
Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables ICML 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
Nearly Optimal Robust Matrix Completion ICML 2017
Algorithms for $\ell_p$ Low-Rank Approximation ICML 2017
On Kernelized Multi-armed Bandits ICML 2017
Logarithmic Time One-Against-Some ICML 2017