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CryptoL: Towards Scale Dominance and Physics Constraints Mitigation in Financial Multivariate Time Series Forecasting

arXiv cs.AI · 23h ago Cached

CryptoL is a unified framework for cryptocurrency multivariate time series forecasting that mitigates scale dominance and enforces physical constraints to enhance prediction accuracy and financial validity.

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#financial-machine-learning

Institutional Equity Holdings Prediction Using Node Affinities of Dynamic Graphs

arXiv cs.LG · 2026-07-15 Cached

This paper presents a benchmark for predicting institutional equity holdings using temporal graph machine learning, framing it as node affinity prediction on a bipartite graph. The proposed NAVIS model achieves state-of-the-art NDCG of 0.9127 on a dataset from SEC Form 13F filings.

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