← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022
Towards Federated Bayesian Network Structure Learning with Continuous Optimization AISTATS 2022
A Dimensionality Reduction Method for Finding Least Favorable Priors with a Focus on Bregman Divergence AISTATS 2022
Complex Momentum for Optimization in Games AISTATS 2022
Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization AISTATS 2022
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022
Lifted Division for Lifted Hugin Belief Propagation AISTATS 2022
Learning in Stochastic Monotone Games with Decision-Dependent Data AISTATS 2022
New Coresets for Projective Clustering and Applications AISTATS 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022
Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors IJCAI 2022
Placing Green Bridges Optimally, with Habitats Inducing Cycles IJCAI 2022
Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022
Large Neighborhood Search with Decision Diagrams IJCAI 2022
Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic Circuits IJCAI 2022
Adaptive Bandit Convex Optimization with Heterogeneous Curvature COLT 2022
Computing Wasserstein-p Distance Between Images With Linear Cost CVPR 2022
Music-to-Dance Generation with Optimal Transport IJCAI 2022
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ICML 2022
Nesterov Accelerated Shuffling Gradient Method for Convex Optimization ICML 2022
Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding ICML 2022
Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function ICML 2022
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation ICML 2022