AltTS: A Dual-Path Framework with Alternating Optimization for Multivariate Time Series Forecasting | ScienceToStartup | ScienceToStartup

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References (40)

[1]

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain

2025Wenzhen Yue, Yong Liu et al.

[2]

TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting

2025Yifan Hu, Guibin Zhang et al.

[3]

TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting

Founder's Pitch

"ALTTS offers a dual-path framework enhancing accuracy in long-horizon multivariate time series forecasting by isolating autoregressive and cross-dimension dynamics."

Time Series Forecasting•Score: 7•View PDF ↗

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AltTS: A Dual-Path Framework with Alternating Optimization for Multivariate Time Series Forecasting

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References (40)

Founder's Pitch

"ALTTS offers a dual-path framework enhancing accuracy in long-horizon multivariate time series forecasting by isolating autoregressive and cross-dimension dynamics."

Commercial Viability Breakdown

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AltTS: A Dual-Path Framework with Alternating Optimization for Multivariate Time Series Forecasting

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References (40)

Founder's Pitch

"ALTTS offers a dual-path framework enhancing accuracy in long-horizon multivariate time series forecasting by isolating autoregressive and cross-dimension dynamics."

Commercial Viability Breakdown

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