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Learning Interpretable Models Through Multi-Objective Neural Architecture Search
16 December 2021
Zachariah Carmichael
Tim Moon
S. A. Jacobs
AI4CE
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Papers citing
"Learning Interpretable Models Through Multi-Objective Neural Architecture Search"
17 / 17 papers shown
Title
Understanding the Role of Individual Units in a Deep Neural Network
David Bau
Jun-Yan Zhu
Hendrik Strobelt
Àgata Lapedriza
Bolei Zhou
Antonio Torralba
GAN
75
453
0
10 Sep 2020
Neuron Shapley: Discovering the Responsible Neurons
Amirata Ghorbani
James Zou
FAtt
TDI
54
113
0
23 Feb 2020
pymoo: Multi-objective Optimization in Python
Julian Blank
Kalyanmoy Deb
73
1,259
0
22 Jan 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
Xuanyi Dong
Yi Yang
144
715
0
02 Jan 2020
DARTS: Differentiable Architecture Search
Hanxiao Liu
Karen Simonyan
Yiming Yang
208
4,375
0
24 Jun 2018
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T. Elsken
J. H. Metzen
Frank Hutter
223
503
0
24 Apr 2018
Regularized Evolution for Image Classifier Architecture Search
Esteban Real
A. Aggarwal
Yanping Huang
Quoc V. Le
185
3,039
0
05 Feb 2018
Ray: A Distributed Framework for Emerging AI Applications
Philipp Moritz
Robert Nishihara
Stephanie Wang
Alexey Tumanov
Richard Liaw
...
Melih Elibol
Zongheng Yang
William Paul
Michael I. Jordan
Ion Stoica
GNN
110
1,269
0
16 Dec 2017
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)
Been Kim
Martin Wattenberg
Justin Gilmer
Carrie J. Cai
James Wexler
F. Viégas
Rory Sayres
FAtt
252
1,849
0
30 Nov 2017
Interpretable Convolutional Neural Networks
Quanshi Zhang
Ying Nian Wu
Song-Chun Zhu
FAtt
77
784
0
02 Oct 2017
Improved Regularization of Convolutional Neural Networks with Cutout
Terrance Devries
Graham W. Taylor
137
3,775
0
15 Aug 2017
A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets
P. Chrabaszcz
I. Loshchilov
Frank Hutter
SSeg
OOD
177
649
0
27 Jul 2017
Learning Transferable Architectures for Scalable Image Recognition
Barret Zoph
Vijay Vasudevan
Jonathon Shlens
Quoc V. Le
208
5,612
0
21 Jul 2017
Understanding Black-box Predictions via Influence Functions
Pang Wei Koh
Percy Liang
TDI
227
2,910
0
14 Mar 2017
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
490
5,385
0
05 Nov 2016
SGDR: Stochastic Gradient Descent with Warm Restarts
I. Loshchilov
Frank Hutter
ODL
352
8,190
0
13 Aug 2016
Identity Mappings in Deep Residual Networks
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
354
10,204
0
16 Mar 2016
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