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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)

Optimality, Accuracy, and Efficiency of an Exact Functional Test IJCAI 2020
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
Mutual Information Estimation using LSH Sampling IJCAI 2020
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs IJCAI 2020
Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables IJCAI 2020
Bayesian Optimization using Pseudo-Points IJCAI 2020
On Metric DBSCAN with Low Doubling Dimension IJCAI 2020
Multi-Feedback Bandit Learning with Probabilistic Contexts IJCAI 2020
Greedy Convex Ensemble IJCAI 2020
Gradient Perturbation is Underrated for Differentially Private Convex Optimization IJCAI 2020
pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization IJCAI 2020
Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020
Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips IJCAI 2020
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
A Two-Stage Matheuristic Algorithm for Classical Inventory Routing Problem IJCAI 2020
Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising IJCAI 2020
A Game Theoretic Approach For Core Resilience IJCAI 2020
Differential Privacy for Stackelberg Games IJCAI 2020
Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020
End-to-End Transition-Based Online Dialogue Disentanglement IJCAI 2020
Multi-Directional Heuristic Search IJCAI 2020
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization IJCAI 2020
Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020
Optimising Partial-Order Plans Via Action Reinstantiation IJCAI 2020
Robustness Computation of Dynamic Controllability in Probabilistic Temporal Networks with Ordinary Distributions IJCAI 2020