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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)

Fast Randomized PCA for Sparse Data ACML 2018
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018
Efficient Mechanisms for Peer Grading and Dueling Bandits ACML 2018
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018
ASVRG: Accelerated Proximal SVRG ACML 2018
Gauged Mini-Bucket Elimination for Approximate Inference AISTATS 2018
Combinatorial Preconditioners for Proximal Algorithms on Graphs AISTATS 2018
Growth-Optimal Portfolio Selection under CVaR Constraints AISTATS 2018
Multi-scale Nystrom Method AISTATS 2018
Parallelised Bayesian Optimisation via Thompson Sampling AISTATS 2018
On how complexity affects the stability of a predictor AISTATS 2018
On Truly Block Eigensolvers via Riemannian Optimization AISTATS 2018
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond AISTATS 2018
IHT dies hard: Provable accelerated Iterative Hard Thresholding AISTATS 2018
Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction AISTATS 2018
AdaGeo: Adaptive Geometric Learning for Optimization and Sampling AISTATS 2018
Online Learning with Non-Convex Losses and Non-Stationary Regret AISTATS 2018
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis AISTATS 2018
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018
Stochastic Multi-armed Bandits in Constant Space AISTATS 2018
Matrix completability analysis via graph k-connectivity AISTATS 2018
Medoids in Almost-Linear Time via Multi-Armed Bandits AISTATS 2018
Regional Multi-Armed Bandits AISTATS 2018
Beating Monte Carlo Integration: a Nonasymptotic Study of Kernel Smoothing Methods AISTATS 2018