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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)

Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization NIPS 2022
DiSC: Differential Spectral Clustering of Features NIPS 2022
Coresets for Wasserstein Distributionally Robust Optimization Problems NIPS 2022
Automatic differentiation of nonsmooth iterative algorithms NIPS 2022
Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems NIPS 2022
Top Two Algorithms Revisited NIPS 2022
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm NIPS 2022
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution NIPS 2022
Faster and Scalable Algorithms for Densest Subgraph and Decomposition NIPS 2022
Tensor Wheel Decomposition and Its Tensor Completion Application NIPS 2022
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap NIPS 2022
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NIPS 2022
Support Recovery in Sparse PCA with Incomplete Data NIPS 2022
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NIPS 2022
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization NIPS 2022
Safe Opponent-Exploitation Subgame Refinement NIPS 2022
Byzantine Spectral Ranking NIPS 2022
On Scalable Testing of Samplers NIPS 2022
How and Why to Manipulate Your Own Agent: On the Incentives of Users of Learning Agents NIPS 2022
Beyond black box densities: Parameter learning for the deviated components NIPS 2022
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances NIPS 2022
A Continuous Time Framework for Discrete Denoising Models NIPS 2022
Simple Mechanisms for Welfare Maximization in Rich Advertising Auctions NIPS 2022
Continuously Tempered PDMP samplers NIPS 2022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability NIPS 2022