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--- ml:neural_architecture_search [2021/02/02 01:30] – created jmflanig
+++ ml:neural_architecture_search [2025/05/05 08:43] (current) – [Papers] jmflanig
@@ Line 1: / Line 1: @@
 ====== Neural Architecture Search ======
+===== Overviews =====
+  * [[https://arxiv.org/pdf/2301.08727|White et al 2023 - Neural Architecture Search: Insights from 1000 Papers]]
 ===== Papers =====
+  * [[https://arxiv.org/pdf/1611.01578|Zoph & Le 2016 - Neural Architecture Search with Reinforcement Learning]]
+  * [[https://arxiv.org/pdf/1706.05137.pdf|Kaiser et al 2017 - One Model To Learn Them All]]
+  * ENAS: [[https://arxiv.org/pdf/1802.03268.pdf|Pham et al 2018 - Efficient Neural Architecture Search via Parameter Sharing]]
+  * DARTS: [[https://arxiv.org/pdf/1806.09055.pdf|Liu et al 2018 - DARTS: Differentiable Architecture Search]]
+  * [[https://arxiv.org/pdf/1901.11117.pdf]|So et al 2019 - The Evolved Transformer]]
+  * [[https://arxiv.org/pdf/2306.00288.pdf|Serianni & Kalita 2023 - Training-free Neural Architecture Search for RNNs and Transformers]] Very cool. Predicts the performance of the network to do NAS
+===== Related Pages =====
+  * [[Meta-Learning]]