multivariate analysis

Improving Day-Ahead Grid Carbon Intensity Forecasting by Joint Modeling of Local-Temporal and Cross-Variable Dependencies Across Different Frequencies AAAI 2026 Out-of-distribution robustness for multivariate analysis via causal regularisation AISTATS 2025 Scalable and Adaptive Variational Bayes Methods for Hawkes Processes JMLR 2025 Modelled Multivariate Overlap: A method for measuring vowel merger Interspeech 2024 Nonparametric Copula Models for Multivariate, Mixed, and Missing Data JMLR 2024 Scalable Counterfactual Distribution Estimation in Multivariate Causal Models CLeaR 2024 Influence-Aware Attention for Multivariate Temporal Point Processes CLeaR 2023 Random Forests for Change Point Detection JMLR 2023 SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification AAAI 2023 Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations AISTATS 2023 A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle (Student Abstract) AAAI 2022 A Multivariate Causal Discovery based on Post-Nonlinear Model CLeaR 2022 BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression ICML 2022 Deconvolutional Density Network: Modeling Free-Form Conditional Distributions AAAI 2022 Locally private online change point detection NeurIPS 2021 A Function Space View of Bounded Norm Infinite Width ReLU Nets: The Multivariate Case ICLR 2020 Neural Likelihoods via Cumulative Distribution Functions UAI 2020 The Potts-Ising model for discrete multivariate data NeurIPS 2020 Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data JMLR 2020 Correspondence Analysis Using Neural Networks AISTATS 2019 Cross-sectional Learning of Extremal Dependence among Financial Assets NeurIPS 2019 Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters Interspeech 2019 Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NeurIPS 2019 Analyzing EEG Signals in Auditory Speech Comprehension Using Temporal Response Functions and Generalized Additive Models Interspeech 2018 Estimators for Multivariate Information Measures in General Probability Spaces NeurIPS 2018