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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)

Sampling from Arbitrary Functions via PSD Models AISTATS 2022
Uncertainty Quantification for Bayesian Optimization AISTATS 2022
Fast Rank-1 NMF for Missing Data with KL Divergence AISTATS 2022
Randomized Stochastic Gradient Descent Ascent AISTATS 2022
Super-Acceleration with Cyclical Step-sizes AISTATS 2022
DEANN: Speeding up Kernel-Density Estimation using Approximate Nearest Neighbor Search AISTATS 2022
State Dependent Performative Prediction with Stochastic Approximation AISTATS 2022
Reward-Free Policy Space Compression for Reinforcement Learning AISTATS 2022
A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022
Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022
Minimax Optimization: The Case of Convex-Submodular AISTATS 2022
Deep Neyman-Scott Processes AISTATS 2022
Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums AISTATS 2022
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization AISTATS 2022
Flexible Accuracy for Differential Privacy AISTATS 2022
How to Learn when Data Gradually Reacts to Your Model AISTATS 2022
Lifted Primal-Dual Method for Bilinearly Coupled Smooth Minimax Optimization AISTATS 2022
Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022
Optimal partition recovery in general graphs AISTATS 2022
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity AISTATS 2022
An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022
On Convergence of Lookahead in Smooth Games AISTATS 2022
Lagrangian manifold Monte Carlo on Monge patches AISTATS 2022
Optimal Accounting of Differential Privacy via Characteristic Function AISTATS 2022
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022