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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)

Online Prediction with Selfish Experts NIPS 2017
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NIPS 2017
Practical Locally Private Heavy Hitters NIPS 2017
Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods NIPS 2017
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS 2017
Task-based End-to-end Model Learning in Stochastic Optimization NIPS 2017
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NIPS 2017
The Numerics of GANs NIPS 2017
Linear Time Computation of Moments in Sum-Product Networks NIPS 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration NIPS 2017
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NIPS 2017
Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma NIPS 2017
Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data NIPS 2017
Concentration of Multilinear Functions of the Ising Model with Applications to Network Data NIPS 2017
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems NIPS 2017
Unbiased estimates for linear regression via volume sampling NIPS 2017
Regret Analysis for Continuous Dueling Bandit NIPS 2017
One-Sided Unsupervised Domain Mapping NIPS 2017
A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening NIPS 2017
Cross-Spectral Factor Analysis NIPS 2017
Asynchronous Parallel Coordinate Minimization for MAP Inference NIPS 2017
Coded Distributed Computing for Inverse Problems NIPS 2017
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions NIPS 2017
Improved Graph Laplacian via Geometric Self-Consistency NIPS 2017
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS 2017