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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)

Replicable Clustering NIPS 2023
You Only Condense Once: Two Rules for Pruning Condensed Datasets NIPS 2023
Achieving $\mathcal{O}(\epsilon^{-1.5})$ Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization NIPS 2023
Federated Multi-Objective Learning NIPS 2023
Markovian Sliced Wasserstein Distances: Beyond Independent Projections NIPS 2023
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing NIPS 2023
Trading-off price for data quality to achieve fair online allocation NIPS 2023
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence NIPS 2023
Convex and Non-convex Optimization Under Generalized Smoothness NIPS 2023
Extremal Domain Translation with Neural Optimal Transport NIPS 2023
Probabilistic Exponential Integrators NIPS 2023
Maximum Independent Set: Self-Training through Dynamic Programming NIPS 2023
Bicriteria Multidimensional Mechanism Design with Side Information NIPS 2023
OKRidge: Scalable Optimal k-Sparse Ridge Regression NIPS 2023
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal NIPS 2023
Smoothed Online Learning for Prediction in Piecewise Affine Systems NIPS 2023
Adversarial Attacks on Online Learning to Rank with Click Feedback NIPS 2023
A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time NIPS 2023
Discrete-Smoothness in Online Algorithms with Predictions NIPS 2023
Riemannian Projection-free Online Learning NIPS 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport NIPS 2023
Generalized Belief Transport NIPS 2023
Lie Point Symmetry and Physics-Informed Networks NIPS 2023
Online Ad Procurement in Non-stationary Autobidding Worlds NIPS 2023
Learning Curves for Deep Structured Gaussian Feature Models NIPS 2023