Mathematics & Optimization

Quantum (Inspired) D^2-sampling with Applications ICLR 2025 Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025 Quantum Optimization via Gradient-Based Hamiltonian Descent ICML 2025 Quantum Speedup for Hypergraph Sparsification ICML 2025 QuCOOP: A Versatile Framework for Solving Composite and Binary-Parametrised Problems on Quantum Annealers CVPR 2025 Radiance Field-Based Pose Estimation via Decoupled Optimization Under Challenging Initial Conditions WACV 2025 RAMEN: Real-time Asynchronous Multi-agent Neural Implicit Mapping RSS 2025 Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit Feedback IJCAI 2025 Randomized Dimensionality Reduction for Euclidean Maximization and Diversity Measures ICML 2025 Randomized Iterative Solver as Iterative Refinement: A Simple Fix Towards Backward Stability AISTATS 2025 Ranking with Multiple Oracles: From Weak to Strong Stochastic Transitivity ICML 2025 Rank-one Convexification for Sparse Regression JMLR 2025 Rapid Learning in Constrained Minimax Games with Negative Momentum AAAI 2025 Rapid Overfitting of Multi-Pass SGD in Stochastic Convex Optimization ICML 2025 Rare Event Detection in Imbalanced Multi-Class Datasets Using an Optimal MIP-Based Ensemble Weighting Approach AAAI 2025 RASP: Revisiting 3D Anamorphic Art for Shadow-Guided Packing of Irregular Objects CVPR 2025 Rate-Preserving Reductions for Blackwell Approachability COLT 2025 RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025 Recommendations with Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization ICML 2025 Recovering Labels from Crowdsourced Data: an Optimal and Polynomial-Time Method COLT 2025 Reduced-rank Factorized Fourier Neural Operator ACML 2025 Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport ICML 2025 Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games ICML 2025 Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization AAAI 2025 Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold ICCV 2025