Data Science & Analytics

Scalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap JMLR 2024 Scaling Law for Time Series Forecasting NeurIPS 2024 SCAT: A Time Series Forecasting with Spectral Central Alternating Transformers IJCAI 2024 Schema Learning Corpus: Data and Annotation Focused on Complex Events COLING 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation IJCAI 2024 SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting IJCAI 2024 SEC: More Accurate Clustering Algorithm via Structural Entropy AAAI 2024 Segmentation of Complex Question Turns for Argument Mining: A Corpus-based Study in the Financial Domain COLING 2024 Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NeurIPS 2024 Self-adaptive Extreme Penalized Loss for Imbalanced Time Series Prediction IJCAI 2024 Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis MLHC 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract) AAAI 2024 Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought IJCAI 2024 Shape analysis for time series NeurIPS 2024 SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States ICML 2024 SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated With Multiple Key Cropping Parameters WACV 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation AAAI 2024 SimuSOE: A Simulated Snoring Dataset for Obstructive Sleep Apnea-Hypopnea Syndrome Evaluation during Wakefulness Interspeech 2024 SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting ICML 2024 Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting IJCAI 2024 ”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024