Data Science & Analytics

Autism Detection in Speech – A Survey EACL 2024 Automated State Estimation for Summarizing the Dynamics of Complex Urban Systems Using Representation Learning AAAI 2024 Automatic Children Speech Sound Disorder Detection with Age and Speaker Bias Mitigation Interspeech 2024 AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data AAAI 2024 Autonomous Sparse Mean-CVaR Portfolio Optimization ICML 2024 A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024 Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations AAAI 2024 Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation ICLR 2024 BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition ICML 2024 Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference ICLR 2024 Benchmark Data Repositories for Better Benchmarking NeurIPS 2024 Benchmarking Data Science Agents ACL 2024 Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NeurIPS 2024 Better Batch for Deep Probabilistic Time Series Forecasting AISTATS 2024 Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations EMNLP 2024 Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process ICML 2024 Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NeurIPS 2024 Big City Bias: Evaluating the Impact of Metropolitan Size on Computational Job Market Abilities of Language Models EACL 2024 Big-Five Backstage: A Dramatic Dataset for Characters Personality Traits & Gender Analysis COLING 2024 Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering ICML 2024 Bilateral Event Mining and Complementary for Event Stream Super-Resolution CVPR 2024 Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian COLING 2024 Borda Regret Minimization for Generalized Linear Dueling Bandits ICML 2024 Bottleneck-Minimal Indexing for Generative Document Retrieval ICML 2024 BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024