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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)

Consistent Online Optimization: Convex and Submodular AISTATS 2019
Least Squares Estimation of Weakly Convex Functions AISTATS 2019
A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems AISTATS 2019
Unbiased Smoothing using Particle Independent Metropolis-Hastings AISTATS 2019
SMOGS: Social Network Metrics of Game Success AISTATS 2019
Fast Algorithms for Sparse Reduced-Rank Regression AISTATS 2019
Modeling simple structures and geometry for better stochastic optimization algorithms AISTATS 2019
Online learning with feedback graphs and switching costs AISTATS 2019
Interpretable Almost-Exact Matching for Causal Inference AISTATS 2019
Statistical Optimal Transport via Factored Couplings AISTATS 2019
$HS^2$: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019
An Optimal Control Approach to Sequential Machine Teaching AISTATS 2019
Locally Private Mean Estimation: $Z$-test and Tight Confidence Intervals AISTATS 2019
A Topological Regularizer for Classifiers via Persistent Homology AISTATS 2019
Overcomplete Independent Component Analysis via SDP AISTATS 2019
A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences AISTATS 2019
Adaptive MCMC via Combining Local Samplers AISTATS 2019
Precision Matrix Estimation with Noisy and Missing Data AISTATS 2019
Complexities in Projection-Free Stochastic Non-convex Minimization AISTATS 2019
Efficient Greedy Coordinate Descent for Composite Problems AISTATS 2019
Decentralized Gradient Tracking for Continuous DR-Submodular Maximization AISTATS 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019
Sampling from Non-Log-Concave Distributions via Variance-Reduced Gradient Langevin Dynamics AISTATS 2019
A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019