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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)

Sparse Bayesian optimization AISTATS 2023
ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023
Sampling From a Schrödinger Bridge AISTATS 2023
A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data AISTATS 2023
On Universal Portfolios with Continuous Side Information AISTATS 2023
The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023
Bayesian Strategy-Proof Facility Location via Robust Estimation AISTATS 2023
Piecewise Stationary Bandits under Risk Criteria AISTATS 2023
Conjugate Gradient Method for Generative Adversarial Networks AISTATS 2023
Learning Sparse Graphon Mean Field Games AISTATS 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
Approximating a RUM from Distributions on $k$-Slates AISTATS 2023
Coordinate Descent for SLOPE AISTATS 2023
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent AISTATS 2023
Neural Simulated Annealing AISTATS 2023
Adaptation to Misspecified Kernel Regularity in Kernelised Bandits AISTATS 2023
Gaussian Processes on Distributions based on Regularized Optimal Transport AISTATS 2023
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023
Complex-to-Real Sketches for Tensor Products with Applications to the Polynomial Kernel AISTATS 2023
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery AISTATS 2023
Efficient fair PCA for fair representation learning AISTATS 2023
Unified Perspective on Probability Divergence via the Density-Ratio Likelihood: Bridging KL-Divergence and Integral Probability Metrics AISTATS 2023
A Faster Sampler for Discrete Determinantal Point Processes AISTATS 2023
Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023