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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Proximal SCOPE for Distributed Sparse Learning NIPS 2018
Communication Efficient Parallel Algorithms for Optimization on Manifolds NIPS 2018
Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NIPS 2018
Robust Subspace Approximation in a Stream NIPS 2018
Learning convex bounds for linear quadratic control policy synthesis NIPS 2018
How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery? NIPS 2018
Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives NIPS 2018
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization NIPS 2018
Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NIPS 2018
Third-order Smoothness Helps: Faster Stochastic Optimization Algorithms for Finding Local Minima NIPS 2018
Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CORL 2018
Dyadic collaborative Manipulation through Hybrid Trajectory Optimization CORL 2018
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures ACL 2018
Constraining MGbank: Agreement, L-Selection and Supertagging in Minimalist Grammars ACL 2018
Joint Reasoning for Temporal and Causal Relations ACL 2018
Exploring Chunk Based Templates for Generating a subset of English Text ACL 2018
Structured Gaussian Processes with Twin Multiple Kernel Learning ACML 2018
Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018
Profitable Bandits ACML 2018
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018
Efficient Mechanisms for Peer Grading and Dueling Bandits ACML 2018
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018
ASVRG: Accelerated Proximal SVRG ACML 2018
Gauged Mini-Bucket Elimination for Approximate Inference AISTATS 2018
Combinatorial Preconditioners for Proximal Algorithms on Graphs AISTATS 2018