Data Science & Analytics

Bregman Deviations of Generic Exponential Families COLT 2023 BT^2: Backward-compatible Training with Basis Transformation ICCV 2023 Bugs in the Data: How ImageNet Misrepresents Biodiversity AAAI 2023 Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet ACL 2023 CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023 CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data ICML 2023 Causal Discovery in Semi-Stationary Time Series NeurIPS 2023 Change point detection and inference in multivariate non-parametric models under mixing conditions NeurIPS 2023 Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model AISTATS 2023 City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC AAAI 2023 CKS: A Community-Based K-shell Decomposition Approach Using Community Bridge Nodes for Influence Maximization (Student Abstract) AAAI 2023 Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI SemEval 2023 ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning NeurIPS 2023 Clustering above Exponential Families with Tempered Exponential Measures AISTATS 2023 Clustering the Sketch: Dynamic Compression for Embedding Tables NeurIPS 2023 Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees JMLR 2023 Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023 CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges JMLR 2023 CodeAnno: Extending WebAnno with Hierarchical Document Level Annotation and Automation EACL 2023 Coherent Probabilistic Forecasting of Temporal Hierarchies AISTATS 2023 COHESENTIA: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts EMNLP 2023 COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023 Combating Disinformation on Social Media and Its Challenges: A Computational Perspective AAAI 2023 Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix COLT 2023 Community models for networks observed through edge nominations JMLR 2023