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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)

Data Summarization at Scale: A Two-Stage Submodular Approach ICML 2018
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018
Nearly Optimal Robust Subspace Tracking ICML 2018
Stochastic Proximal Algorithms for AUC Maximization ICML 2018
SGD and Hogwild! Convergence Without the Bounded Gradients Assumption ICML 2018
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018
Learning in Reproducing Kernel Kreı̆n Spaces ICML 2018
Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018
Efficient First-Order Algorithms for Adaptive Signal Denoising ICML 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control ICML 2018
Adaptive Three Operator Splitting ICML 2018
Bandits with Delayed, Aggregated Anonymous Feedback ICML 2018
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration ICML 2018
Non-convex Conditional Gradient Sliding ICML 2018
Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018
On Nesting Monte Carlo Estimators ICML 2018
SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018
Gradient Coding from Cyclic MDS Codes and Expander Graphs ICML 2018
Learning to Optimize Combinatorial Functions ICML 2018
Representation Tradeoffs for Hyperbolic Embeddings ICML 2018
Multi-Fidelity Black-Box Optimization with Hierarchical Partitions ICML 2018
Solving Partial Assignment Problems using Random Clique Complexes ICML 2018
Locally Private Hypothesis Testing ICML 2018