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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)

Dynamic Assortment Optimization with Changing Contextual Information JMLR 2020
On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach JMLR 2020
Spectral bandits JMLR 2020
AdaGrad stepsizes: Sharp convergence over nonconvex landscapes JMLR 2020
Diffeomorphic Learning JMLR 2020
Learning Sums of Independent Random Variables with Sparse Collective Support JMLR 2020
Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020
Recovery of a Mixture of Gaussians by Sum-of-Norms Clustering JMLR 2020
A Sparse Semismooth Newton Based Proximal Majorization-Minimization Algorithm for Nonconvex Square-Root-Loss Regression Problems JMLR 2020
Nonparametric graphical model for counts JMLR 2020
Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion JMLR 2020
Lower Bounds for Learning Distributions under Communication Constraints via Fisher Information JMLR 2020
Risk Bounds for Reservoir Computing JMLR 2020
Rank-based Lasso - efficient methods for high-dimensional robust model selection JMLR 2020
On Efficient Adjustment in Causal Graphs JMLR 2020
Learning Mixed Latent Tree Models JMLR 2020
High-dimensional quantile tensor regression JMLR 2020
Finite-Time Performance of Distributed Two-Time-Scale Stochastic Approximation L4DC 2020
Virtual Reference Feedback Tuning with data-driven reference model selection L4DC 2020
Direct Data-Driven Control with Embedded Anti-Windup Compensation L4DC 2020
Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020
Estimating Reachable Sets with Scenario Optimization L4DC 2020
Learning solutions to hybrid control problems using Benders cuts L4DC 2020
Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint L4DC 2020
Regret Bound for Safe Gaussian Process Bandit Optimization L4DC 2020