Mathematics & Optimization

Faster Algorithms and Constant Lower Bounds for the Worst-Case Expected Error NeurIPS 2021 Faster and Better Simple Temporal Problems AAAI 2021 Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent AAAI 2021 Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021 Faster Kernel Interpolation for Gaussian Processes AISTATS 2021 Faster Kernel Matrix Algebra via Density Estimation ICML 2021 Faster lifting for two-variable logic using cell graphs UAI 2021 Faster Matchings via Learned Duals NeurIPS 2021 Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization ICCV 2021 Faster Non-asymptotic Convergence for Double Q-learning NeurIPS 2021 Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods NeurIPS 2021 Fast Learning for Renewal Optimization in Online Task Scheduling JMLR 2021 Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints IJCAI 2021 Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization NeurIPS 2021 Fast Pose Graph Optimization via Krylov-Schur and Cholesky Factorization WACV 2021 Fast Projection Onto Convex Smooth Constraints ICML 2021 Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics NeurIPS 2021 Fast Pure Exploration via Frank-Wolfe NeurIPS 2021 Fast Rate Learning in Stochastic First Price Bidding ACML 2021 Fast rates for prediction with limited expert advice NeurIPS 2021 Fast Routing under Uncertainty: Adaptive Learning in Congestion Games via Exponential Weights NeurIPS 2021 Fast Sinkhorn Filters: Using Matrix Scaling for Non-Rigid Shape Correspondence With Functional Maps CVPR 2021 Fast Sketching of Polynomial Kernels of Polynomial Degree ICML 2021 Fast Statistical Leverage Score Approximation in Kernel Ridge Regression AISTATS 2021