Mathematics & Optimization

Higher-Order Spectral Clustering of Directed Graphs NeurIPS 2020 Highly smooth minimization of non-smooth problems COLT 2020 High probability guarantees for stochastic convex optimization COLT 2020 History to Myths: Social Network Analysis for Comparison of Stories over Time COLING 2020 Hitting the High Notes: Subset Selection for Maximizing Expected Order Statistics NeurIPS 2020 How Good is SGD with Random Shuffling? COLT 2020 How many samples is a good initial point worth in Low-rank Matrix Recovery? NeurIPS 2020 How the Duration of the Learning Period Affects the Performance of Random Gradient Selection Hyper-Heuristics AAAI 2020 How to Trap a Gradient Flow COLT 2020 HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference AAAI 2020 Hybrid Compositional Reasoning for Reactive Synthesis from Finite-Horizon Specifications AAAI 2020 Hybrid Models for Learning to Branch NeurIPS 2020 Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization ICML 2020 Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function NeurIPS 2020 Hypothesis Sketching for Online Kernel Selection in Continuous Kernel Space IJCAI 2020 Hypothetical Answers to Continuous Queries over Data Streams AAAI 2020 Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space JMLR 2020 Identifying Mechanical Models of Unknown Objects with Differentiable Physics Simulations L4DC 2020 Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers AAAI 2020 Image denoising via K-SVD with primal-dual active set algorithm WACV 2020 ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool NeurIPS 2020 Implicit Neural Representations with Periodic Activation Functions NeurIPS 2020 Implicit Regularization and Convergence for Weight Normalization NeurIPS 2020 Implicit Regularization of Random Feature Models ICML 2020 Importance Sampling via Local Sensitivity AISTATS 2020