Data Science & Analytics

WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting NeurIPS 2023 WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NeurIPS 2023 Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking NeurIPS 2023 Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023 Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022 Accelerating Learned Sparse Indexes Via Term Impact Decomposition EMNLP 2022 Accuracy meets Diversity in a News Recommender System COLING 2022 Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference AAAI 2022 A Clique-based Graphical Approach to Detect Interpretable Adjectival Senses in Hungarian COLING 2022 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 Adapting k-means Algorithms for Outliers ICML 2022 Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022 Adaptive Conformal Predictions for Time Series ICML 2022 Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons AISTATS 2022 A deep convolutional neural network that is invariant to time rescaling ICML 2022 ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition Interspeech 2022 A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022 Affective Idiosyncratic Responses to Music EMNLP 2022 A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation Interspeech 2022 AI for Disaster Rapid Damage Assessment from Microblogs AAAI 2022 A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection CVPR 2022 Aligned Multi-Task Gaussian Process AISTATS 2022 Aligning Recommendation and Conversation via Dual Imitation EMNLP 2022 Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences NeurIPS 2022 ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network JMLR 2022