Continuous Optimization

Progressive Correspondence Regenerator for Robust 3D Registration CVPR 2025 Projection Pursuit Density Ratio Estimation ICML 2025 Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent ICML 2025 Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent ICML 2025 Provable Complexity Improvement of AdaGrad over SGD: Upper and Lower Bounds in Stochastic Non-Convex Optimization COLT 2025 Provable Policy Gradient for Robust Average-Reward MDPs Beyond Rectangularity ICML 2025 Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025 Quantifying the Effectiveness of Linear Preconditioning in Markov Chain Monte Carlo JMLR 2025 Quantum Algorithms for Finite-horizon Markov Decision Processes ICML 2025 Quantum Optimization via Gradient-Based Hamiltonian Descent ICML 2025 QuCOOP: A Versatile Framework for Solving Composite and Binary-Parametrised Problems on Quantum Annealers CVPR 2025 Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures ICML 2025 Rank-one Convexification for Sparse Regression JMLR 2025 Rapid Learning in Constrained Minimax Games with Negative Momentum AAAI 2025 RASP: Revisiting 3D Anamorphic Art for Shadow-Guided Packing of Irregular Objects CVPR 2025 Rate-Preserving Reductions for Blackwell Approachability COLT 2025 Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold ICCV 2025 Regularized Dikin Walks for Sampling Truncated Logconcave Measures, Mixed Isoperimetry and Beyond Worst-Case Analysis COLT 2025 Relative Error Fair Clustering in the Weak-Strong Oracle Model ICML 2025 Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness ICML 2025 Revisiting Differentially Private Algorithms for Decentralized Online Learning ICML 2025 Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model ICML 2025 Riemannian Bilevel Optimization JMLR 2025 Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds ICML 2025 Riemannian Direct Trajectory Optimization of Rigid Bodies on Matrix Lie Groups RSS 2025