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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)

k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022
Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise AISTATS 2022
Spiked Covariance Estimation from Modulo-Reduced Measurements AISTATS 2022
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows AISTATS 2022
A Witness Two-Sample Test AISTATS 2022
Parametric Bootstrap for Differentially Private Confidence Intervals AISTATS 2022
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022
Online Page Migration with ML Advice AISTATS 2022
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond AISTATS 2022
Spectral risk-based learning using unbounded losses AISTATS 2022
Grassmann Stein Variational Gradient Descent AISTATS 2022
Nonstochastic Bandits and Experts with Arm-Dependent Delays AISTATS 2022
Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022
p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets AISTATS 2022
Non-stationary Online Learning with Memory and Non-stochastic Control AISTATS 2022
Conditional Gradients for the Approximately Vanishing Ideal AISTATS 2022
Efficient Algorithms for Extreme Bandits AISTATS 2022
Rejection sampling from shape-constrained distributions in sublinear time AISTATS 2022
Differentially Private Histograms under Continual Observation: Streaming Selection into the Unknown AISTATS 2022
A Single-Timescale Method for Stochastic Bilevel Optimization AISTATS 2022
Density Ratio Estimation via Infinitesimal Classification AISTATS 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022
On the Convergence Rate of Off-Policy Policy Optimization Methods with Density-Ratio Correction AISTATS 2022
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games AISTATS 2022
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation AISTATS 2022