Optimization

Betty: An Automatic Differentiation Library for Multilevel Optimization ICLR 2023 Bilevel Optimization with Coupled Decision-Dependent Distributions ICML 2023 Block Coordinate Plug-and-Play Methods for Blind Inverse Problems NeurIPS 2023 Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization ICML 2023 Chordal Averaging on Flag Manifolds and Its Applications ICCV 2023 Closing the gap between the upper bound and lower bound of Adam's iteration complexity NeurIPS 2023 CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023 Competitive Gradient Optimization ICML 2023 Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning ICML 2023 Constrained Causal Bayesian Optimization ICML 2023 Constrained Market Share Maximization by Signal-Guided Optimization AAAI 2023 Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023 Constraint Optimization over Semirings AAAI 2023 Continuation Path Learning for Homotopy Optimization ICML 2023 Continuized Acceleration for Quasar Convex Functions in Non-Convex Optimization ICLR 2023 Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity ICML 2023 Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence AAAI 2023 Coordinate Descent Methods for Fractional Minimization ICML 2023 Covariate balancing using the integral probability metric for causal inference ICML 2023 Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations NeurIPS 2023 Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023 Delay-agnostic Asynchronous Coordinate Update Algorithm ICML 2023 Deterministic Nonsmooth Nonconvex Optimization COLT 2023 Diffusion Models Beat GANs on Topology Optimization AAAI 2023 Discovering Many Diverse Solutions with Bayesian Optimization AISTATS 2023