Mathematics

Deep Graph Structural Infomax AAAI 2023 Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023 Deep Learning of Partial Graph Matching via Differentiable Top-K CVPR 2023 Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023 Detection-Recovery and Detection-Refutation Gaps via Reductions from Planted Clique COLT 2023 DIET: Conditional independence testing with marginal dependence measures of residual information AISTATS 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks NeurIPS 2023 Diffusion Representation for Asymmetric Kernels via Magnetic Transform NeurIPS 2023 Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023 Dimensionality Reduction and Wasserstein Stability for Kernel Regression JMLR 2023 Dimensionality Reduction for General KDE Mode Finding ICML 2023 Dimension-Grouped Mixed Membership Models for Multivariate Categorical Data JMLR 2023 Dimensionless machine learning: Imposing exact units equivariance JMLR 2023 Directed Acyclic Graph Structure Learning from Dynamic Graphs AAAI 2023 Directed Graphical Models and Causal Discovery for Zero-Inflated Data CLeaR 2023 Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023 Distributed Bundle Adjustment with Block-Based Sparse Matrix Compression for Super Large Scale Datasets ICCV 2023 Distributed Community Detection in Large Networks JMLR 2023 Distribution-dependent McDiarmid-type Inequalities for Functions of Unbounded Interaction ICML 2023 DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks AAAI 2023 Do we become wiser with time? On causal equivalence with tiered background knowledge UAI 2023 Effects of perceived gender on the perceived social function of laughter Interspeech 2023 Efficient Algorithms for Exact Graph Matching on Correlated Stochastic Block Models with Constant Correlation ICML 2023 Efficient Algorithms for Recognizing Weighted Tree-Adjoining Languages EMNLP 2023