Mathematics

A General Method for Robust Learning from Batches NeurIPS 2020 A Geometric Approach to Archetypal Analysis via Sparse Projections ICML 2020 Age-Related Differences of Tone Perception in Mandarin-Speaking Seniors Interspeech 2020 Aggregation of Multiple Knockoffs ICML 2020 A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020 A Journey into Ontology Approximation: From Non-Horn to Horn IJCAI 2020 A kernel test for quasi-independence NeurIPS 2020 A Learning Based Branch and Bound for Maximum Common Subgraph Related Problems AAAI 2020 Algebraic and Analytic Approaches for Parameter Learning in Mixture Models ALT 2020 All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NeurIPS 2020 Almost Group Envy-free Allocation of Indivisible Goods and Chores IJCAI 2020 A Locally Adaptive Bayesian Cubature Method AISTATS 2020 A mathematical theory of cooperative communication NeurIPS 2020 A Measure-Theoretic Approach to Kernel Conditional Mean Embeddings NeurIPS 2020 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020 An Õ(m/ε^3.5)-Cost Algorithm for Semidefinite Programs with Diagonal Constraints COLT 2020 Analog Accelerator for Simulation and Diagnostics AAAI 2020 Analysis of Parliamentary Debate Transcripts Using Community-Based Graphical Approaches (Student Abstract) AAAI 2020 An approximate KLD based experimental design for models with intractable likelihoods AISTATS 2020 A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model ICML 2020 An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ACL 2020 An Information-Theoretic Quantification of Discrimination with Exempt Features 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 A Novel Higher-order Weisfeiler-Lehman Graph Convolution ACML 2020