5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.IT2022
Syndrome decoding meets multiple instances
Haoxuan Wu, Jincheng Zhuang
The NP-hard problem of decoding random linear codes is crucial to both coding theory and cryptography. In particular, this problem underpins the security of many code based post-qu…
stat.ML2022
Interpretable Latent Variables in Deep State Space Models
Haoxuan Wu, David S. Matteson, Martin T. Wells
We introduce a new version of deep state-space models (DSSMs) that combines a recurrent neural network with a state-space framework to forecast time series data. The model estimate…
q-fin.ST2021★ 5 cited
A News-based Machine Learning Model for Adaptive Asset Pricing
Liao Zhu, Haoxuan Wu, Martin T. Wells
The paper proposes a new asset pricing model -- the News Embedding UMAP Selection (NEUS) model, to explain and predict the stock returns based on the financial news. Using a combin…