97 citations · 256 across the 10 of their papers we have counts for
3 papers · 1 filter
Few-shot Neural Architecture Search
Yiyang Zhao, Linnan Wang, Yuandong Tian +2
Efficient evaluation of a network architecture drawn from a large search space remains a key challenge in Neural Architecture Search (NAS). Vanilla NAS evaluates each architecture…
ESG2Risk: A Deep Learning Framework from ESG News to Stock Volatility Prediction
Tian Guo, Nicolas Jamet, Valentin Betrix +2
Incorporating environmental, social, and governance (ESG) considerations into systematic investments has drawn numerous attention recently. In this paper, we focus on the ESG event…
Temporal mixture ensemble models for intraday volume forecasting in cryptocurrency exchange markets
Nino Antulov-Fantulin, Tian Guo, Fabrizio Lillo
We study the problem of the intraday short-term volume forecasting in cryptocurrency exchange markets. The predictions are built by using transaction and order book data from diffe…