Data Science & Analytics

SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise NeurIPS 2023 Sample-Level Multi-View Graph Clustering CVPR 2023 SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023 Scalable and Effective Conductance-Based Graph Clustering AAAI 2023 Scalable Spatiotemporal Graph Neural Networks AAAI 2023 Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023 Scientific Document Retrieval using Multi-level Aspect-based Queries NeurIPS 2023 Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation AAAI 2023 Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning IJCAI 2023 Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023 Self Weighted Multiplex Modularity Maximization for Multiview Clustering ACML 2023 Semantic Similarity Covariance Matrix Shrinkage EMNLP 2023 Semi-supervised Community Detection via Structural Similarity Metrics ICLR 2023 Sequential Monte Carlo Learning for Time Series Structure Discovery ICML 2023 Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023 Sequential Predictive Conformal Inference for Time Series ICML 2023 Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023 SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion Submission Description: Sequence Labelling for G2P ACL 2023 SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling NeurIPS 2023 Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023 SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023 SMARTformer: Semi-Autoregressive Transformer with Efficient Integrated Window Attention for Long Time Series Forecasting IJCAI 2023 SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities NeurIPS 2023 SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023 Sparse Markov Models for High-dimensional Inference JMLR 2023