exogenous variable

ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026 XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs AAAI 2026 ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables AISTATS 2025 Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery ICLR 2025 Towards counterfactual fairness through auxiliary variables ICLR 2025 A Divide and Conquer Approach for Solving Structural Causal Models PGM 2024 Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint) AAAI 2024 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 2024 Counterfactuals for the Future AAAI 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022 Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning ICML 2018