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multivariate forecasting

8 papers

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Co-occurring keywords · papers mentioning both

time series forecasting (6) representation learning (2) reconstruction learning (1) time series evaluation (1) legendre polynomial (1) fourier projection (1) temporal-contextual learning (1) inter-series dependencies (1) regularized estimation (1) vector autoregression (1)

Papers

Tsururu: A Python-based Time Series Forecasting Strategies Library IJCAI 2025 ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning ICLR 2024 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NeurIPS 2023 Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts ICML 2023 Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms ICLR 2023 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 High Dimensional Forecasting via Interpretable Vector Autoregression JMLR 2020 Target-Embedding Autoencoders for Supervised Representation Learning ICLR 2020