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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)

Query Answering for Existential Rules via Efficient Datalog Rewriting IJCAI 2020
Learning and Solving Regular Decision Processes IJCAI 2020
Learning With Subquadratic Regularization : A Primal-Dual Approach IJCAI 2020
Order-Dependent Event Models for Agent Interactions IJCAI 2020
An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020
Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020
Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020
Best Arm Identification in Spectral Bandits IJCAI 2020
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020
Learning with Labeled and Unlabeled Multi-Step Transition Data for Recovering Markov Chain from Incomplete Transition Data IJCAI 2020
Hypothesis Sketching for Online Kernel Selection in Continuous Kernel Space IJCAI 2020
Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020
Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020
Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020
Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints IJCAI 2020
Optimality, Accuracy, and Efficiency of an Exact Functional Test IJCAI 2020
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications 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