Continuous Optimization

Decentralization and Acceleration Enables Large-Scale Bundle Adjustment RSS 2023 Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023 Deep Equilibrium Based Neural Operators for Steady-State PDEs NeurIPS 2023 DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization CVPR 2023 Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration NeurIPS 2023 Delay-agnostic Asynchronous Coordinate Update Algorithm ICML 2023 Design Amortization for Bayesian Optimal Experimental Design AAAI 2023 Difference of submodular minimization via DC programming ICML 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited UAI 2023 DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation L4DC 2023 Diffusion Schrödinger Bridge Matching NeurIPS 2023 Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023 Directed Acyclic Graph Structure Learning from Dynamic Graphs AAAI 2023 Discrete Variational Calculus for Accelerated Optimization JMLR 2023 Double Randomized Underdamped Langevin with Dimension-Independent Convergence Guarantee NeurIPS 2023 DRCFS: Doubly Robust Causal Feature Selection ICML 2023 Dynamic Flows on Curved Space Generated by Labeled Data IJCAI 2023 Editable Image Geometric Abstraction via Neural Primitive Assembly ICCV 2023 Efficient Convex Optimization Requires Superlinear Memory (Extended Abstract) IJCAI 2023 Efficient displacement convex optimization with particle gradient descent ICML 2023 Efficient Gradient Approximation Method for Constrained Bilevel Optimization AAAI 2023 Efficient preconditioned stochastic gradient descent for estimation in latent variable models ICML 2023 Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs NeurIPS 2023 Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition CVPR 2023