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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

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Papers (including subtopics)

Self-Guided Community Detection on Networks with Missing Edges IJCAI 2021
Differentiable Divergences Between Time Series AISTATS 2021
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model AISTATS 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation IJCNLP 2021
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression CVPR 2021
Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering ACL 2021
Dynamic Tensor Recommender Systems JMLR 2021
Differentially Private n-gram Extraction NIPS 2021
Sparse Tensor Additive Regression JMLR 2021
Coresets for Clustering with Missing Values NIPS 2021
Dynamic Rebalancing Dockless Bike-Sharing System based on Station Community Discovery IJCAI 2021
Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces NIPS 2021
Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
Correcting Exposure Bias for Link Recommendation ICML 2021
ExGAN: Adversarial Generation of Extreme Samples AAAI 2021
Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning AAAI 2021
Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NIPS 2021
A Multilingual Approach to Identify and Classify Exceptional Measures against COVID-19 EMNLP 2021
UL2C: Mapping User Locations to Countries on Arabic Twitter EACL 2021
Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021
Learning Discriminative Prototypes With Dynamic Time Warping CVPR 2021
XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors AAAI 2021
Ordinal Historical Dependence in Graphical Event Models with Tree Representations AAAI 2021
Predictive Analytics for COVID-19 Social Distancing IJCAI 2021