Continuous Optimization

Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters NeurIPS 2023 Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion ACL 2023 Unbalanced CO-optimal Transport AAAI 2023 Unbalanced Low-rank Optimal Transport Solvers NeurIPS 2023 Unbalanced Optimal Transport: A Unified Framework for Object Detection CVPR 2023 Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023 Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo NeurIPS 2023 Uncertain Pose Estimation during Contact Tasks using Differentiable Contact Features RSS 2023 Unexpected Improvements to Expected Improvement for Bayesian Optimization NeurIPS 2023 Unifying Nesterov’s Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions ICML 2023 Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization NeurIPS 2023 User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023 Validation of composite systems by discrepancy propagation UAI 2023 Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory ACML 2023 Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization AAAI 2023 Variational Weighting for Kernel Density Ratios NeurIPS 2023 VISinger2: High-Fidelity End-to-End Singing Voice Synthesis Enhanced by Digital Signal Processing Synthesizer Interspeech 2023 Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport ACL 2023 Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies NeurIPS 2023 Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule JMLR 2023 You Only Condense Once: Two Rules for Pruning Condensed Datasets NeurIPS 2023 Zeroth-Order Alternating Gradient Descent Ascent Algorithms for A Class of Nonconvex-Nonconcave Minimax Problems JMLR 2023 Accelerated Gradient Methods for Geodesically Convex Optimization: Tractable Algorithms and Convergence Analysis ICML 2022 Accelerated Multiplicative Weights Update Avoids Saddle Points Almost Always IJCAI 2022 Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling NeurIPS 2022