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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)

Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms ICML 2023
Submodular Order Functions and Assortment Optimization ICML 2023
The Monge Gap: A Regularizer to Learn All Transport Maps ICML 2023
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023
Delayed Feedback in Kernel Bandits ICML 2023
Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts ICML 2023
Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023
Optimal LP Rounding and Linear-Time Approximation Algorithms for Clustering Edge-Colored Hypergraphs ICML 2023
Fast $(1+\varepsilon)$-Approximation Algorithms for Binary Matrix Factorization ICML 2023
Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs ICML 2023
Topological Singularity Detection at Multiple Scales ICML 2023
Competitive Gradient Optimization ICML 2023
Fast Private Kernel Density Estimation via Locality Sensitive Quantization ICML 2023
Multiplier Bootstrap-based Exploration ICML 2023
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023
Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023
Generalized Polyak Step Size for First Order Optimization with Momentum ICML 2023
A/B Testing in Network Data with Covariate-Adaptive Randomization ICML 2023
Tighter Information-Theoretic Generalization Bounds from Supersamples ICML 2023
Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023
Learning to Bid in Repeated First-Price Auctions with Budgets ICML 2023
LinSATNet: The Positive Linear Satisfiability Neural Networks ICML 2023
Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023
Global optimality for Euclidean CCCP under Riemannian convexity ICML 2023
Expectation-Complete Graph Representations with Homomorphisms ICML 2023