9 citations · 13 across the 6 of their papers we have counts for
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cs.LG2022
DeepChrome 2.0: Investigating and Improving Architectures, Visualizations, & Experiments
Saurav Kadavath, Samuel Paradis, Jacob Yeung
Histone modifications play a critical role in gene regulation. Consequently, predicting gene expression from histone modification signals is a highly motivated problem in epigeneti…
cs.LG2021
Pretraining & Reinforcement Learning: Sharpening the Axe Before Cutting the Tree
Saurav Kadavath, Samuel Paradis, Brian Yao
Pretraining is a common technique in deep learning for increasing performance and reducing training time, with promising experimental results in deep reinforcement learning (RL). H…
cs.LG2019★ 1 cited
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries
Samuel Paradis, Michael Whitmeyer
We use data on 124 batteries released by Stanford University to first try to solve the binary classification problem of determining if a battery is "good" or "bad" given only the f…