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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)

Convergence Guarantees for Adaptive Bayesian Quadrature Methods NIPS 2019
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression NIPS 2019
Kernel Instrumental Variable Regression NIPS 2019
Generalization Error Analysis of Quantized Compressive Learning NIPS 2019
Trivializations for Gradient-Based Optimization on Manifolds NIPS 2019
Globally Optimal Learning for Structured Elliptical Losses NIPS 2019
On two ways to use determinantal point processes for Monte Carlo integration NIPS 2019
ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NIPS 2019
Exploring Algorithmic Fairness in Robust Graph Covering Problems NIPS 2019
Reducing the variance in online optimization by transporting past gradients NIPS 2019
Graph Normalizing Flows NIPS 2019
Asymptotics for Sketching in Least Squares Regression NIPS 2019
Gradient Dynamics of Shallow Univariate ReLU Networks NIPS 2019
Batched Multi-armed Bandits Problem NIPS 2019
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent NIPS 2019
Multi-Criteria Dimensionality Reduction with Applications to Fairness NIPS 2019
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels NIPS 2019
Nonlinear scaling of resource allocation in sensory bottlenecks NIPS 2019
Escaping from saddle points on Riemannian manifolds NIPS 2019
Weighted Linear Bandits for Non-Stationary Environments NIPS 2019
Stochastic Variance Reduced Primal Dual Algorithms for Empirical Composition Optimization NIPS 2019
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond NIPS 2019
Teaching Multiple Concepts to a Forgetful Learner NIPS 2019
Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets NIPS 2019
Combinatorial Bayesian Optimization using the Graph Cartesian Product NIPS 2019