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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)

On Coresets for Logistic Regression NIPS 2018
Mirrored Langevin Dynamics NIPS 2018
Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization NIPS 2018
A Bayes-Sard Cubature Method NIPS 2018
Neural Guided Constraint Logic Programming for Program Synthesis NIPS 2018
Learning to Solve SMT Formulas NIPS 2018
Algorithmic Linearly Constrained Gaussian Processes NIPS 2018
Universal Growth in Production Economies NIPS 2018
On Controllable Sparse Alternatives to Softmax NIPS 2018
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint NIPS 2018
Quadrature-based features for kernel approximation NIPS 2018
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NIPS 2018
Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes NIPS 2018
Fast Rates of ERM and Stochastic Approximation: Adaptive to Error Bound Conditions NIPS 2018
Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NIPS 2018
Improving Online Algorithms via ML Predictions NIPS 2018
Boolean Decision Rules via Column Generation NIPS 2018
Natasha 2: Faster Non-Convex Optimization Than SGD NIPS 2018
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors NIPS 2018
Differentially Private Testing of Identity and Closeness of Discrete Distributions NIPS 2018
Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NIPS 2018
Fully Understanding The Hashing Trick NIPS 2018
Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes NIPS 2018
RetGK: Graph Kernels based on Return Probabilities of Random Walks NIPS 2018
Gradient Descent Meets Shift-and-Invert Preconditioning for Eigenvector Computation NIPS 2018