Continuous Optimization

Decomposable Submodular Maximization in Federated Setting ICML 2024 Decoupling Learning and Decision-Making: Breaking the O(√T) Barrier in Online Resource Allocation with First-Order Methods ICML 2024 Delving into the Convergence of Generalized Smooth Minimax Optimization ICML 2024 Diffeomorphic interpolation for efficient persistence-based topological optimization NeurIPS 2024 Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024 Differentiable Display Photometric Stereo CVPR 2024 Differentiable Structure Learning with Partial Orders NeurIPS 2024 Differentially Private Domain Adaptation with Theoretical Guarantees ICML 2024 Differentially Private Worst-group Risk Minimization ICML 2024 Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations ICML 2024 Dimension-free Structured Covariance Estimation COLT 2024 Directional Smoothness and Gradient Methods: Convergence and Adaptivity NeurIPS 2024 Document Alignment based on Overlapping Fixed-Length Segments ACL 2024 Does Label Smoothing Help Deep Partial Label Learning? ICML 2024 Double Momentum Method for Lower-Level Constrained Bilevel Optimization ICML 2024 Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient ICML 2024 Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments CVPR 2024 Dropout Regularization Versus l2-Penalization in the Linear Model JMLR 2024 Dual Lagrangian Learning for Conic Optimization NeurIPS 2024 Dueling Optimization with a Monotone Adversary ALT 2024 Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization ICML 2024 Dynamic Conditional Optimal Transport through Simulation-Free Flows NeurIPS 2024 Dynamic Facility Location in High Dimensional Euclidean Spaces ICML 2024 Dynamic Metric Embedding into lp Space ICML 2024 Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024