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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 Adaptive Methods, Universality and Acceleration NIPS 2018
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NIPS 2018
Optimistic optimization of a Brownian NIPS 2018
Computing Kantorovich-Wasserstein Distances on $d$-dimensional histograms using $(d+1)$-partite graphs NIPS 2018
Bounded-Loss Private Prediction Markets NIPS 2018
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization NIPS 2018
Geometrically Coupled Monte Carlo Sampling NIPS 2018
Sparsified SGD with Memory NIPS 2018
Convergence of Cubic Regularization for Nonconvex Optimization under KL Property NIPS 2018
Mental Sampling in Multimodal Representations NIPS 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport NIPS 2018
Norm-Ranging LSH for Maximum Inner Product Search NIPS 2018
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity NIPS 2018
Learning To Learn Around A Common Mean NIPS 2018
Experimental Design for Cost-Aware Learning of Causal Graphs NIPS 2018
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NIPS 2018
Algebraic tests of general Gaussian latent tree models NIPS 2018
Wavelet regression and additive models for irregularly spaced data NIPS 2018
Scalar Posterior Sampling with Applications NIPS 2018
Online Learning of Quantum States NIPS 2018
Revisiting Decomposable Submodular Function Minimization with Incidence Relations NIPS 2018
Distributed Multi-Player Bandits - a Game of Thrones Approach NIPS 2018
Scaling Gaussian Process Regression with Derivatives NIPS 2018
Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere NIPS 2018
Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation NIPS 2018