← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Hierarchical Multi-Marginal Optimal Transport for Network Alignment AAAI 2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning JMLR 2024
Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design JMLR 2024
Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024
Fair and Optimal Prediction via Post-Processing AAAI 2024
An Effective Augmented Lagrangian Method for Fine-Grained Multi-View Optimization AAAI 2024
Optimal Transport with Cyclic Symmetry AAAI 2024
Efficient Nonparametric Tensor Decomposition for Binary and Count Data AAAI 2024
An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization JMLR 2024
Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024
Learning Reduced Fluid Dynamics AAAI 2024
A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems AAAI 2024
Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases AISTATS 2024
TMPNN: High-Order Polynomial Regression Based on Taylor Map Factorization AAAI 2024
Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates AAAI 2024
Online Markov Decision Processes Configuration with Continuous Decision Space AAAI 2024
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024
Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization JMLR 2024
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024
Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024
A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024
Entropic Gromov-Wasserstein Distances: Stability and Algorithms JMLR 2024
Quantum algorithm for large-scale market equilibrium computation NIPS 2024
Superposed Atomic Representation for Robust High-Dimensional Data Recovery of Multiple Low-Dimensional Structures AAAI 2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024