Data Science & Analytics

Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse EMNLP 2021 CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation NeurIPS 2021 Curriculum Disentangled Recommendation with Noisy Multi-feedback NeurIPS 2021 DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021 Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021 DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021 Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions L4DC 2021 DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting AAAI 2021 Deep Explicit Duration Switching Models for Time Series NeurIPS 2021 Deep Learning for Click-Through Rate Estimation IJCAI 2021 Deep Structural Contrastive Subspace Clustering ACML 2021 Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021 Degree Planning with PLAN-BERT: Multi-Semester Recommendation Using Future Courses of Interest AAAI 2021 DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues EMNLP 2021 Demonstrating the Equivalence of List Based and Aggregate Metrics to Measure the Diversity of Recommendations (Student Abstract) AAAI 2021 Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding EMNLP 2021 Detecting Anomalous Event Sequences with Temporal Point Processes NeurIPS 2021 Detecting Beneficial Feature Interactions for Recommender Systems AAAI 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Differentiable Divergences Between Time Series AISTATS 2021 Differentially Private Clustering via Maximum Coverage AAAI 2021 Differentially Private k-Means via Exponential Mechanism and Max Cover AAAI 2021 Differentially Private n-gram Extraction NeurIPS 2021 Diffusion Source Identification on Networks with Statistical Confidence ICML 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021