176 citations · 368 across the 18 of their papers we have counts for
Showing 2020Show all
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cs.LG2020★ 31 cited
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search
Linnan Wang, Rodrigo Fonseca, Yuandong Tian
High dimensional black-box optimization has broad applications but remains a challenging problem to solve. Given a set of samples $\{\vx_i, y_i\}$, building a global model (like Ba…
cs.LG2020★ 9 cited
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…