Methods

FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning AAAI 2023 Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data JMLR 2023 Gaussian processes at the Helm(holtz): A more fluid model for ocean currents ICML 2023 GlucoSynth: Generating Differentially-Private Synthetic Glucose Traces NeurIPS 2023 GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints ICLR 2023 Graph Switching Dynamical Systems ICML 2023 Identity Construction in a Misogynist Incels Forum ACL 2023 Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context NeurIPS 2023 Inference for mark-censored temporal point processes UAI 2023 InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting AAAI 2023 Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks NeurIPS 2023 Intrinsic Persistent Homology via Density-based Metric Learning JMLR 2023 KeFVP: Knowledge-enhanced Financial Volatility Prediction EMNLP 2023 Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors NeurIPS 2023 Latent Processes Identification From Multi-View Time Series IJCAI 2023 LAVA: Data Valuation without Pre-Specified Learning Algorithms ICLR 2023 Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023 Learning Deep Time-index Models for Time Series Forecasting ICML 2023 Learning Gaussian Mixture Representations for Tensor Time Series Forecasting IJCAI 2023 Learning Hidden Markov Models Using Conditional Samples COLT 2023 Learning Perturbations to Explain Time Series Predictions ICML 2023 Learning the Dynamics of Sparsely Observed Interacting Systems ICML 2023 Learning to Decouple Complex Systems ICML 2023 Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views AAAI 2023 Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer IJCAI 2023