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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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23
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Papers (including subtopics)

Learning Online Algorithms with Distributional Advice ICML 2021
A Wasserstein Minimax Framework for Mixed Linear Regression ICML 2021
Context-Aware Online Collective Inference for Templated Graphical Models ICML 2021
XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021
Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach ICML 2021
How rotational invariance of common kernels prevents generalization in high dimensions ICML 2021
Fast Stochastic Bregman Gradient Methods: Sharp Analysis and Variance Reduction ICML 2021
Estimating $α$-Rank from A Few Entries with Low Rank Matrix Completion ICML 2021
Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics ICML 2021
On Estimation in Latent Variable Models ICML 2021
PID Accelerated Value Iteration Algorithm ICML 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021
Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results ICML 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021
Lossless Compression of Efficient Private Local Randomizers ICML 2021
Dimensionality Reduction for the Sum-of-Distances Metric ICML 2021
Reserve Price Optimization for First Price Auctions in Display Advertising ICML 2021
Online Learning with Optimism and Delay ICML 2021
Online A-Optimal Design and Active Linear Regression ICML 2021
Efficient Online Learning for Dynamic k-Clustering ICML 2021
Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021
Bayesian Quadrature on Riemannian Data Manifolds ICML 2021
On the difficulty of unbiased alpha divergence minimization ICML 2021
Strategic Classification in the Dark ICML 2021
The Power of Adaptivity for Stochastic Submodular Cover ICML 2021