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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)

Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach AAAI 2019
Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019
Learning (from) Deep Hierarchical Structure among Features AAAI 2019
Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019
General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits AAAI 2019
Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019
Multi-Winner Contests for Strategic Diffusion in Social Networks AAAI 2019
Word Embedding as Maximum A Posteriori Estimation AAAI 2019
Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019
A Generalized Language Model in Tensor Space AAAI 2019
Plan-Length Bounds: Beyond 1-Way Dependency AAAI 2019
Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019
Robustness Envelopes for Temporal Plans AAAI 2019
Sliding Window Temporal Graph Coloring AAAI 2019
An Innovative Genetic Algorithm for the Quantum Circuit Compilation Problem AAAI 2019
Rotational Diversity in Multi-Cycle Assignment Problems AAAI 2019
Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem AAAI 2019
On Testing of Uniform Samplers AAAI 2019
On the Hardness of Probabilistic Inference Relaxations AAAI 2019
Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019
Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019
MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models AAAI 2019
Randomized Strategies for Robust Combinatorial Optimization AAAI 2019