Data Science & Analytics

The Economics of Machine Learning IJCAI 2023 Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting ICML 2023 Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NeurIPS 2023 The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents EACL 2023 Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023 Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings NeurIPS 2023 TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce EMNLP 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 Topological Point Cloud Clustering ICML 2023 Toward a Perspectivist Turn in Ground Truthing for Predictive Computing AAAI 2023 Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data IJCAI 2023 Towards a Persistence Diagram that is Robust to Noise and Varied Densities ICML 2023 Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023 Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023 Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations IJCAI 2023 T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression AISTATS 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 Transformer-based Prediction of Emotional Reactions to Online Social Network Posts ACL 2023 Transformers in Time Series: A Survey IJCAI 2023 Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis ACL 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 Understanding Client Reactions in Online Mental Health Counseling ACL 2023