Mathematics & Optimization

An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020 Analog Accelerator for Simulation and Diagnostics AAAI 2020 Analysis of One-to-One Matching Mechanisms via SAT Solving: Impossibilities for Universal Axioms AAAI 2020 Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract) AAAI 2020 An Analysis Framework for Metric Voting based on LP Duality AAAI 2020 An approximate KLD based experimental design for models with intractable likelihoods AISTATS 2020 An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits NeurIPS 2020 Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement JMLR 2020 Anderson Acceleration of Proximal Gradient Methods ICML 2020 A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model ICML 2020 A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits AAAI 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ACL 2020 An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints AAAI 2020 An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models PGM 2020 An efficient nonconvex reformulation of stagewise convex optimization problems NeurIPS 2020 An Empirical Investigation of Beam-Aware Training in Supertagging EMNLP 2020 An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits NeurIPS 2020 An Exact Single-Agent Task Selection Algorithm for the Crowdsourced Logistics IJCAI 2020 An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020 An Improved Latent Low Rank Representation for Automatic Subspace Clustering IJCAI 2020 An Information-Theoretic Quantification of Discrimination with Exempt Features AAAI 2020 An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020 An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020 A Noise Robust Technique for Detecting Vowels in Speech Signals Interspeech 2020