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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)

Wasserstein Distributionally Robust Kalman Filtering NIPS 2018
SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator NIPS 2018
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NIPS 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NIPS 2018
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs NIPS 2018
Alternating optimization of decision trees, with application to learning sparse oblique trees NIPS 2018
Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks NIPS 2018
A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018
Learning filter widths of spectral decompositions with wavelets NIPS 2018
Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NIPS 2018
Asymptotic optimality of adaptive importance sampling NIPS 2018
Phase Retrieval Under a Generative Prior NIPS 2018
Exponentiated Strongly Rayleigh Distributions NIPS 2018
Information-theoretic Limits for Community Detection in Network Models NIPS 2018
Structured Local Minima in Sparse Blind Deconvolution NIPS 2018
Solving Non-smooth Constrained Programs with Lower Complexity than $\mathcal{O}(1/\varepsilon)$: A Primal-Dual Homotopy Smoothing Approach NIPS 2018
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward NIPS 2018
Mixture Matrix Completion NIPS 2018
Factored Bandits NIPS 2018
Implicit Probabilistic Integrators for ODEs NIPS 2018
Learning convex polytopes with margin NIPS 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization NIPS 2018
Adaptation to Easy Data in Prediction with Limited Advice NIPS 2018
Generalized Inverse Optimization through Online Learning NIPS 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data NIPS 2018