Methods

A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources ICML 2022 A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) AAAI 2022 A Survey of Computational Framing Analysis Approaches EMNLP 2022 AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs NeurIPS 2022 Back2Future: Leveraging Backfill Dynamics for Improving Real-time Predictions in Future ICLR 2022 Balanced Spatial-Temporal Graph Structure Learning for Multivariate Time Series Forecasting: A Trade-off between Efficiency and Flexibility ACML 2022 BILCO: An Efficient Algorithm for Joint Alignment of Time Series NeurIPS 2022 BlockFlex: Enabling Storage Harvesting with Software-Defined Flash in Modern Cloud Platforms OSDI 2022 ByT5 model for massively multilingual grapheme-to-phoneme conversion Interspeech 2022 C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting NeurIPS 2022 CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting AAAI 2022 Change-point Detection for Sparse and Dense Functional Data in General Dimensions NeurIPS 2022 Change point localization in dependent dynamic nonparametric random dot product graphs JMLR 2022 Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains NeurIPS 2022 Closed-Form Diffeomorphic Transformations for Time Series Alignment ICML 2022 CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022 Cluster Randomized Designs for One-Sided Bipartite Experiments NeurIPS 2022 Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts IJCAI 2022 Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints NeurIPS 2022 Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022 Conditional Loss and Deep Euler Scheme for Time Series Generation AAAI 2022 Configanator: A Data-driven Approach to Improving CDN Performance. NSDI 2022 Conformal Prediction with Temporal Quantile Adjustments NeurIPS 2022 Coresets for Data Discretization and Sine Wave Fitting AISTATS 2022 CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic Data CVPR 2022