Methods

Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023 Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023 SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting NeurIPS 2023 SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification AAAI 2023 Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023 TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023 Temporal Graph Neural Networks for Irregular Data AISTATS 2023 Testing conventional wisdom (of the crowd) UAI 2023 TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs AAAI 2023 Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting ICML 2023 Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023 Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings NeurIPS 2023 TopDiG: Class-Agnostic Topological Directional Graph Extraction From Remote Sensing Images CVPR 2023 Topological Data Analysis for Speech Processing Interspeech 2023 Topological Hidden Markov Models JMLR 2023 Toward a Perspectivist Turn in Ground Truthing for Predictive Computing AAAI 2023 Towards a Persistence Diagram that is Robust to Noise and Varied Densities ICML 2023 T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression AISTATS 2023 Transformers in Time Series: A Survey IJCAI 2023 UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering AAAI 2023 Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction CVPR 2023 Utterance Emotion Dynamics in Children’s Poems: Emotional Changes Across Age ACL 2023 Vector Quantized Time Series Generation with a Bidirectional Prior Model AISTATS 2023 Vowels and the Igala Language Resources EACL 2023 WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series AAAI 2023