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Continuous Optimization

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Optimizing Label Assignment for Weakly Supervised Person Search AAAI 2025
Trading Off Quality and Uncertainty Through Multi-Objective Optimisation in Batch Bayesian Optimisation AAAI 2025
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting AAAI 2025
Inverse Game Theory: An Incenter-Based Approach IJCAI 2025
HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025
Towards Secure and Usable 3D Assets: A Novel Framework for Automatic Visible Watermarking WACV 2025
Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds JMLR 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization JMLR 2025
On the Power of Optimism in Constrained Online Convex Optimization IJCAI 2025
Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions JMLR 2025
Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025
Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025
Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025
RASP: Revisiting 3D Anamorphic Art for Shadow-Guided Packing of Irregular Objects CVPR 2025
A Biconvex Method for Minimum-Time Motion Planning Through Sequences of Convex Sets RSS 2025
Global Contact-Rich Planning with Sparsity-Rich Semidefinite Relaxations RSS 2025
Joint State and Noise Covariance Estimation RSS 2025
Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles JMLR 2025
Geometric Operator Learning with Optimal Transport JMLR 2025
The Z-Gromov-Wasserstein Distance JMLR 2025
DRM Revisited: A Complete Error Analysis JMLR 2025
Finite Expression Method for Solving High-Dimensional Partial Differential Equations JMLR 2025
A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding NAACL 2025
Decentralized Projected Riemannian Stochastic Recursive Momentum Method for Nonconvex Optimization AAAI 2025