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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)

Stein Points ICML 2018
SADAGRAD: Strongly Adaptive Stochastic Gradient Methods ICML 2018
Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization ICML 2018
Learning a Mixture of Two Multinomial Logits ICML 2018
An Iterative, Sketching-based Framework for Ridge Regression ICML 2018
Stochastic Wasserstein Barycenters ICML 2018
On Acceleration with Noise-Corrupted Gradients ICML 2018
Online Linear Quadratic Control ICML 2018
Online Learning with Abstention ICML 2018
Constrained Interacting Submodular Groupings ICML 2018
Learning Steady-States of Iterative Algorithms over Graphs ICML 2018
Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Minibatch Gibbs Sampling on Large Graphical Models ICML 2018
Alternating Randomized Block Coordinate Descent ICML 2018
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski $p$-Norms ICML 2018
Randomized Block Cubic Newton Method ICML 2018
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018
Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer ICML 2018
A Distributed Second-Order Algorithm You Can Trust ICML 2018
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018
Parallel and Streaming Algorithms for K-Core Decomposition ICML 2018
ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018
The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018
Local Private Hypothesis Testing: Chi-Square Tests ICML 2018
Parameterized Algorithms for the Matrix Completion Problem ICML 2018