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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)

Support Recovery of Sparse Signals from a Mixture of Linear Measurements NIPS 2021
Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity NIPS 2021
Tighter Expected Generalization Error Bounds via Wasserstein Distance NIPS 2021
Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization NIPS 2021
Separation Results between Fixed-Kernel and Feature-Learning Probability Metrics NIPS 2021
Bayesian Optimization with High-Dimensional Outputs NIPS 2021
Optimal Underdamped Langevin MCMC Method NIPS 2021
Scheduling jobs with stochastic holding costs NIPS 2021
PSD Representations for Effective Probability Models NIPS 2021
Stochastic bandits with groups of similar arms. NIPS 2021
Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization NIPS 2021
Directed Graph Contrastive Learning NIPS 2021
Three Operator Splitting with Subgradients, Stochastic Gradients, and Adaptive Learning Rates NIPS 2021
Predicting Molecular Conformation via Dynamic Graph Score Matching NIPS 2021
On learning sparse vectors from mixture of responses NIPS 2021
Graphical Models in Heavy-Tailed Markets NIPS 2021
Directed Probabilistic Watershed NIPS 2021
Hessian Eigenspectra of More Realistic Nonlinear Models NIPS 2021
Asynchronous Decentralized Online Learning NIPS 2021
Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient NIPS 2021
Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
Estimating the Unique Information of Continuous Variables NIPS 2021
Implicit Regularization in Matrix Sensing via Mirror Descent NIPS 2021
Dueling Bandits with Team Comparisons NIPS 2021
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting NIPS 2021