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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)

On the Theoretical Properties of Noise Correlation in Stochastic Optimization NIPS 2022
Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model NIPS 2022
Learning the Structure of Large Networked Systems Obeying Conservation Laws NIPS 2022
The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization NIPS 2022
Diffusion Models as Plug-and-Play Priors NIPS 2022
Compressible-composable NeRF via Rank-residual Decomposition NIPS 2022
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms NIPS 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NIPS 2022
Network change point localisation under local differential privacy NIPS 2022
Beyond spectral gap: the role of the topology in decentralized learning NIPS 2022
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets NIPS 2022
Scalable and Efficient Non-adaptive Deterministic Group Testing NIPS 2022
Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning NIPS 2022
Order-Invariant Cardinality Estimators Are Differentially Private NIPS 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NIPS 2022
Wasserstein Iterative Networks for Barycenter Estimation NIPS 2022
Approaching Quartic Convergence Rates for Quasi-Stochastic Approximation with Application to Gradient-Free Optimization NIPS 2022
Better Best of Both Worlds Bounds for Bandits with Switching Costs NIPS 2022
The Hessian Screening Rule NIPS 2022
Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality NIPS 2022
Efficiency Ordering of Stochastic Gradient Descent NIPS 2022
Sequential Information Design: Learning to Persuade in the Dark NIPS 2022
AutoML Two-Sample Test NIPS 2022
Robust Generalized Method of Moments: A Finite Sample Viewpoint NIPS 2022
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension NIPS 2022