Latest Research in Optimization and Control

Top Research Topics in Optimization and Control

• Statistics Theory — 24 papers
• Methodology — 13 papers
• Optimization and Control — 6 papers
• Machine Learning — 5 papers
• Machine Learning — 4 papers
• Probability — 4 papers
• Computation — 2 papers
• Advanced Multi-Objective Optimization Algorithms — 2 papers
• Risk Management — 2 papers
• Markov Chains and Monte Carlo Methods — 2 papers

Highest-Cited Papers

1. The logistic-normal integral and the moments of the logistic-normal distribution
2. Variable Smoothing for Weakly Convex Problems with Non-Euclidean Directions
3. A new thinning method of spatial point processes based on using Boolean random set models
4. Diffeomorphic Markov Chain Monte Carlo: fast mixing for heavy-tailed distributions
5. A New Approach to Goodness of Fit for Ergodic Markov Processes
6. A Proof of the Convergence a Lipschitz Upper Confidence Bound
7. Combining e-values using demi-supermartingales
8. The Path to the Minimum Matters: What an Optimizer Actually Changes
9. Phase transition in a long-memory log-Gaussian Cox process
10. Objective-function free multi-objective optimization: rate of convergence and performance of an Adagrad-like algorithm
11. Empirical optimal transport potentials: fast rates and a functional central limit theorem
12. DiPMInd: Distance Profile based Mutual Independence testing for random objects
13. Optimal rates for estimating the covariance kernel from synchronously sampled functional data
14. W-transforms: Uniformity-preserving transformations and induced dependence structures
15. Newton Method for Fixed-Support Doubly Entropic Wasserstein Barycenter
16. Flow Matching with von Mises-Fisher Posteriors: An Irreducibility Theorem
17. Selfnormalization for relevant inference with supremum-type statistics
18. NMINE: Normalized Mutual Information Neural Estimation
19. Statistical Inference for Stochastic Gradient Descent: Beyond Finite Variance
20. How e-values generalize hypothesis testing: a Neyman-Pearson lemma for the e-value