The paper introduces StoxLSTM, a novel stochastic extension of the xLSTM architecture for time series forecasting. By integrating stochastic latent variables into a state space modeling framework, StoxLSTM captures complex temporal patterns and uncertainties more effectively than traditional models. Extensive experiments across diverse datasets show that it consistently outperforms state-of-the-art baselines in both accuracy and robustness.
The paper introduces StoxLSTM, a novel stochastic extension of the xLSTM architecture for time series forecasting. By integrating stochastic latent variables into a state space modeling framework, StoxLSTM captures complex temporal patterns and uncertainties more effectively than traditional models. Extensive experiments across diverse datasets show that it consistently outperforms state-of-the-art baselines in both accuracy and robustness.
Today, we will address Telegram channels and how to use them for maximum benefit. Developing social channels based on exchanging a single message isn’t exactly new, of course. Back in 2014, the “Yo” app was launched with the sole purpose of enabling users to send each other the greeting “Yo.” Image: Telegram. As the broader market downturn continues, yelling online has become the crypto trader’s latest coping mechanism after the rise of Goblintown Ethereum NFTs at the end of May and beginning of June, where holders made incoherent groaning sounds and role-played as urine-loving goblin creatures in late-night Twitter Spaces. While some crypto traders move toward screaming as a coping mechanism, many mental health experts have argued that “scream therapy” is pseudoscience. Scientific research or no, it obviously feels good.
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