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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)

A Unified Approach for Maximizing Continuous DR-submodular Functions NIPS 2023
GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints NIPS 2023
Provable benefits of score matching NIPS 2023
Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization NIPS 2023
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources NIPS 2023
The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions NIPS 2023
Regret Matching+: (In)Stability and Fast Convergence in Games NIPS 2023
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits NIPS 2023
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization NIPS 2023
Improving the Knowledge Gradient Algorithm NIPS 2023
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration NIPS 2023
Diffusion Schrödinger Bridge Matching NIPS 2023
Faster Margin Maximization Rates for Generic Optimization Methods NIPS 2023
Federated Linear Bandits with Finite Adversarial Actions NIPS 2023
Sensitivity in Translation Averaging NIPS 2023
Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness NIPS 2023
Outlier-Robust Wasserstein DRO NIPS 2023
Finding Local Minima Efficiently in Decentralized Optimization NIPS 2023
Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels NIPS 2023
Abide by the law and follow the flow: conservation laws for gradient flows NIPS 2023
Robust Matrix Sensing in the Semi-Random Model NIPS 2023
Variational Annealing on Graphs for Combinatorial Optimization NIPS 2023
Bayesian Active Causal Discovery with Multi-Fidelity Experiments NIPS 2023
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance NIPS 2023
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models NIPS 2023