Mathematics & Optimization

Approximate Distributionally Robust Nonlinear Optimization with Application to Model Predictive Control: A Functional Approach L4DC 2021 Approximate Group Fairness for Clustering ICML 2021 Approximate implication with d-separation UAI 2021 Approximate Message Passing with Spectral Initialization for Generalized Linear Models AISTATS 2021 Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021 Approximate optimization of convex functions with outlier noise NeurIPS 2021 Approximating the Permanent with Deep Rejection Sampling NeurIPS 2021 Approximating the Shapley Value Using Stratified Empirical Bernstein Sampling IJCAI 2021 Approximation Algorithms for Orthogonal Non-negative Matrix Factorization AISTATS 2021 Approximation Algorithms for Socially Fair Clustering COLT 2021 Approximation Theory Based Methods for RKHS Bandits ICML 2021 A Precise Performance Analysis of Support Vector Regression ICML 2021 A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments AAAI 2021 A Priori Generalization Analysis of the Deep Ritz Method for Solving High Dimensional Elliptic Partial Differential Equations COLT 2021 A Quasiconvex Formulation for Radial Cameras CVPR 2021 ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators ICCV 2021 A Regression Approach to Learning-Augmented Online Algorithms NeurIPS 2021 Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021 Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021 A Robust Loss for Point Cloud Registration ICCV 2021 A Root of a Problem: Optimizing Single-Root Dependency Parsing EMNLP 2021 A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems IJCAI 2021 A SAT-based Resolution of Lam's Problem AAAI 2021 A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021