Research graph
References from Automated Deep Learning: Neural Architecture Search Is Not the End. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2018 · External reference
10.1145/3292500.3330701
10.1145/3292500.3330701 · 2019 · External reference
A meta-reinforcement learning approach to optimize parameters and hyper-parameters simultaneously
10.1007/978-3-030-29911-8_8 · 2019 · External reference
Cross-domain metalearning for time-series forecasting
10.1016/j.procs.2018.07.204 · 2018 · External reference
Optimal execution of portfolio transactions
10.21314/jor.2001.041 · 2001 · External reference
Unresolved reference
2016 · External reference
10.1145/3297858.3304049
10.1145/3297858.3304049 · 2019 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
1987 · External reference
Unresolved reference
2018 · External reference
10.1007/978-3-642-04277-5_76
10.1007/978-3-642-04277-5_76 · 2009 · External reference
10.7551/mitpress/7503.003.0022
10.7551/mitpress/7503.003.0022 · 2007 · External reference
Unresolved reference
2018 · External reference
10.1109/cvpr42600.2020.01433
10.1109/cvpr42600.2020.01433 · 2020 · External reference
Gradient-based optimization of hyperparameters
10.1162/089976600300015187 · 2000 · External reference
Unresolved reference
1990 · External reference
10.1145/1553374.1553380
10.1145/1553374.1553380 · 2009 · External reference
Unresolved reference
2011 · External reference
Random search for hyper-parameter optimization
2012 · External reference
10.1007/978-3-030-05348-2_10
10.1007/978-3-030-05348-2_10 · 2018 · External reference
An analysis of transformations
10.1111/j.2517-6161.1964.tb00553.x · 1964 · External reference
Statistical modeling: The two cultures (with comments and a rejoinder by the author)
10.1214/ss/1009213726 · 2001 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
10.1007/978-3-030-58592-1_19
10.1007/978-3-030-58592-1_19 · 2020 · External reference
Unresolved reference
2020 · External reference
10.1609/aaai.v32i1.11709
10.1609/aaai.v32i1.11709 · 2018 · External reference
Unresolved reference
2019 · External reference
A massively parallel architecture for a self-organizing neural pattern recognition machine
10.1016/s0734-189x(87)80014-2 · 1987 · External reference
10.1145/1015330.1015432
10.1145/1015330.1015432 · 2004 · External reference
Adaptation strategies for automated machine learning on evolving data
10.1109/tpami.2021.3062900 · 2021 · External reference
Anomaly detection: A survey
10.1145/1541880.1541882 · 2009 · External reference
10.1007/978-3-319-71249-9_29
10.1007/978-3-319-71249-9_29 · 2017 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2017 · External reference
Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks
10.1109/jssc.2016.2616357 · 2016 · External reference
10.52202/075280-2140
10.52202/075280-2140 · 2023 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
10.1109/dac18074.2021.9586121
10.1109/dac18074.2021.9586121 · 2021 · External reference
10.1007/978-3-642-40763-5_51
10.1007/978-3-642-40763-5_51 · 2013 · External reference
10.1137/1.9780898718768
10.1137/1.9780898718768 · 2009 · External reference
10.1109/cvpr.2019.00020
10.1109/cvpr.2019.00020 · 2019 · External reference
10.1109/cvprw50498.2020.00359
10.1109/cvprw50498.2020.00359 · 2020 · External reference
Unresolved reference
2021 · External reference
10.24963/ijcai.2020/365
10.24963/ijcai.2020/365 · 2020 · External reference
10.1145/2908961.2926973
10.1145/2908961.2926973 · 2016 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2012 · External reference
10.1109/cvpr.2017.205
10.1109/cvpr.2017.205 · 2017 · External reference
NATS-Bench: Benchmarking NAS algorithms for architecture topology and size
10.1109/tpami.2021.3054824 · 2021 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
10.1109/iccv.2019.00378
10.1109/iccv.2019.00378 · 2019 · External reference
10.1109/cvpr.2019.00186
10.1109/cvpr.2019.00186 · 2019 · External reference
10.1109/iccv.2019.00087
10.1109/iccv.2019.00087 · 2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2016 · External reference
NetPyNE, a tool for data-driven multiscale modeling of brain circuits
10.7554/elife.44494 · 2019 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2021 · External reference
10.24963/ijcai.2021/230
10.24963/ijcai.2021/230 · 2021 · External reference
Neural architecture search: A survey
10.1007/978-3-030-05318-5_11 · 2019 · External reference
Unresolved reference
External reference
Unresolved reference
2020 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
2018 · External reference
Unresolved reference
2018 · External reference
10.1109/cvpr42600.2020.01064
10.1109/cvpr42600.2020.01064 · 2020 · External reference
10.1007/978-3-030-05318-5_1
10.1007/978-3-030-05318-5_1 · 2019 · External reference
10.1109/cvpr.2017.194
10.1109/cvpr.2017.194 · 2017 · External reference
Unresolved reference
2017 · External reference
Multi-fidelity optimization via surrogate modelling
10.1098/rspa.2007.1900 · 2007 · External reference
Unresolved reference
2018 · External reference
Training multi-layered neural network neocognitron
10.1016/j.neunet.2013.01.001 · 2013 · External reference
10.1007/978-3-642-46466-9_18
10.1007/978-3-642-46466-9_18 · 1982 · External reference
A survey on concept drift adaptation
10.1145/2523813 · 2014 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
1993 · External reference
10.1609/aaai.v31i2.19107
10.1609/aaai.v31i2.19107 · 2017 · External reference
Unresolved reference
2019 · External reference
10.1109/cvpr.2019.00720
10.1109/cvpr.2019.00720 · 2019 · External reference
Amplify scientific discovery with artificial intelligence
10.1126/science.1259439 · 2014 · External reference
A comparative analysis of selection schemes used in genetic algorithms
10.1016/b978-0-08-050684-5.50008-2 · 1991 · External reference
10.1145/3097983.3098043
10.1145/3097983.3098043 · 2017 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
External reference
Toward autonomous adaptive intelligence: Building upon neural models of how brains make minds
10.1109/tsmc.2020.3041476 · 2020 · External reference
A survey of methods for explaining black box models
10.1145/3236009 · 2019 · External reference
Unresolved reference
2023 · External reference
10.1007/978-3-030-58517-4_32
10.1007/978-3-030-58517-4_32 · 2020 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2021 · External reference
EIE: Efficient inference engine on compressed deep neural network
10.1145/3007787.3001163 · 2016 · External reference
Unresolved reference
2016 · External reference
Completely derandomized selfadaptation in evolution strategies
10.1162/106365601750190398 · 2001 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2017 · External reference
10.1515/9780691215518
10.1515/9780691215518 · 2021 · External reference
Unresolved reference
1987 · External reference
Unresolved reference
2014 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
10.1007/3-540-44668-0_13
10.1007/3-540-44668-0_13 · 2001 · External reference
Kernel methods in machine learning
10.1214/009053607000000677 · 2008 · External reference
10.1073/pnas.79.8.2554
10.1073/pnas.79.8.2554 · 1982 · External reference
Multilayer feedforward networks are universal approximators
10.1016/0893-6080(89)90020-8 · 1989 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2018 · External reference
10.1109/cvpr.2017.243
10.1109/cvpr.2017.243 · 2017 · External reference
10.1007/978-3-642-25566-3_40
10.1007/978-3-642-25566-3_40 · 2011 · External reference
ParamILS: An automatic algorithm configuration framework
10.1613/jair.2861 · 2009 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2015 · External reference
Polynomial theory of complex systems
10.1109/tsmc.1971.4308320 · 1971 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2017 · External reference
3D convolutional neural networks for human action recognition
10.1109/tpami.2012.59 · 2012 · External reference
Hardware/software co-exploration of neural architectures
10.1109/tcad.2020.2986127 · 2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2015 · External reference
Architecture for development of adaptive on-line prediction models
10.1007/s12293-009-0017-8 · 2009 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2015 · External reference
10.1073/pnas.1611835114
10.1073/pnas.1611835114 · 2017 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2017 · External reference
Ensemble learning for data stream analysis: A survey
10.1016/j.inffus.2017.02.004 · 2017 · External reference
Unresolved reference
2009 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
1996 · External reference
Adaptive regularization in neural network modeling
10.1007/3-540-49430-8_6 · 2002 · External reference
10.21236/ada451466
10.21236/ada451466 · 1988 · External reference
Unresolved reference
1985 · External reference
Deep learning
10.1038/nature14539 · 2015 · External reference
Backpropagation applied to handwritten zip code recognition
10.1162/neco.1989.1.4.541 · 1989 · External reference
Learning without forgetting
10.1109/tpami.2017.2773081 · 2017 · External reference
10.1007/978-3-030-58542-6_35
10.1007/978-3-030-58542-6_35 · 2020 · External reference
Hyperband: A novel bandit-based approach to hyperparameter optimization
2018 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2017 · External reference
Random search and reproducibility for neural architecture search
2020 · External reference
Unresolved reference
2021 · External reference
10.1145/3292500.3330649
10.1145/3292500.3330649 · 2019 · External reference
Unresolved reference
2019 · External reference
Best practices for scientific research on neural architecture search
2020 · External reference
The representation of the cumulative rounding error of an algorithm as a Taylor expansion of the local rounding errors
1970 · External reference
The existence of persistent states in the brain
10.1016/0025-5564(74)90031-5 · 1974 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2019 · External reference
10.1109/cvpr.2015.7298681
10.1109/cvpr.2015.7298681 · 2015 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
10.1007/978-3-030-01246-5_2
10.1007/978-3-030-01246-5_2 · 2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
External reference
Unresolved reference
2019 · External reference
Unresolved reference
2015 · External reference
10.52591/lxai201812039
10.52591/lxai201812039 · 2018 · External reference
Survey of multi-objective optimization methods for engineering
10.1007/s00158-003-0368-6 · 2004 · External reference
Software architecture best practices for enterprise artificial intelligence
2021 · External reference
10.1016/s0079-7421(08)60536-8
10.1016/s0079-7421(08)60536-8 · 1989 · External reference
A logical calculus of the ideas immanent in nervous activity
10.1007/bf02478259 · 1943 · External reference
Unresolved reference
2021 · External reference
Machine learning
1994 · External reference
Unresolved reference
External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
A graph placement methodology for fast chip design
10.1038/s41586-021-03544-w · 2021 · External reference
Unresolved reference
2017 · External reference
10.1007/978-3-662-38527-2_55
10.1007/978-3-662-38527-2_55 · 1975 · External reference
10.1109/mascots.2019.00045
10.1109/mascots.2019.00045 · 2019 · External reference
10.1109/ijcnn52387.2021.9533431
10.1109/ijcnn52387.2021.9533431 · 2021 · External reference
10.18653/v1/d19-1132
10.18653/v1/d19-1132 · 2019 · External reference
10.1109/icassp.2015.7178964
10.1109/icassp.2015.7178964 · 2015 · External reference
Continual lifelong learning with neural networks: A review
10.1016/j.neunet.2019.01.012 · 2019 · External reference
10.5244/c.29.41
10.5244/c.29.41 · 2015 · External reference
10.1109/iccad45719.2019.8942046
10.1109/iccad45719.2019.8942046 · 2019 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2016 · External reference
10.1145/3190508.3190517
10.1145/3190508.3190517 · 2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2018 · External reference
Improving reproducibility in machine learning research: A report from the NeurIPS 2019 reproducibility program
2021 · External reference
Unresolved reference
1989 · External reference
Induction of decision trees
10.1007/bf00116251 · 1986 · External reference
10.1109/cvpr42600.2020.01044
10.1109/cvpr42600.2020.01044 · 2020 · External reference
10.18653/v1/d16-1264
10.18653/v1/d16-1264 · 2016 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2017 · External reference
10.1109/islped.2017.8009208
10.1109/islped.2017.8009208 · 2017 · External reference
10.1609/aaai.v33i01.33014780
10.1609/aaai.v33i01.33014780 · 2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2017 · External reference
A comprehensive survey of neural architecture search: Challenges and solutions
10.1145/3447582 · 2021 · External reference
Unresolved reference
2018 · External reference
10.1007/978-0-387-85820-3_1
10.1007/978-0-387-85820-3_1 · 2011 · External reference
Unresolved reference
1993 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2020 · External reference
Learning internal representations by error propagation
10.21236/ada164453 · 1985 · External reference
Imagenet large scale visual recognition challenge
10.1007/s11263-015-0816-y · 2015 · External reference
Unresolved reference
2016 · External reference
A generic multilevel architecture for time series prediction
10.1109/tkde.2010.137 · 2011 · External reference
Unresolved reference
2017 · External reference
10.1007/978-3-319-32034-2_3
10.1007/978-3-319-32034-2_3 · 2016 · External reference
Automatic composition and optimization of multicomponent predictive systems with an extended auto-WEKA
10.1109/tase.2018.2876430 · 2019 · External reference
10.1109/cvpr.2018.00474
10.1109/cvpr.2018.00474 · 2018 · External reference
Metalearning
10.4249/scholarpedia.4650 · 2010 · External reference
Unresolved reference
1987 · External reference
Learning to control fast-weight memories: An alternative to dynamic recurrent networks
10.1162/neco.1992.4.1.131 · 1992 · External reference
Unresolved reference
2002 · External reference
Deep learning in neural networks: An overview
10.1016/j.neunet.2014.09.003 · 2015 · External reference
10.1007/978-1-4615-5529-2_12
10.1007/978-1-4615-5529-2_12 · 1998 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
2019 · External reference
A survey on image data augmentation for deep learning
10.1186/s40537-019-0197-0 · 2019 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2020 · External reference
Mastering the game of Go with deep neural networks and tree search
10.1038/nature16961 · 2016 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2018 · External reference
Cross-disciplinary perspectives on metalearning for algorithm selection
10.1145/1456650.1456656 · 2009 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2018 · External reference
10.18653/v1/p19-1355
10.18653/v1/p19-1355 · 2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
1992 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2014 · External reference
10.1109/cvpr.2015.7298594
10.1109/cvpr.2015.7298594 · 2015 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2021 · External reference
10.1145/2487575.2487629
10.1145/2487575.2487629 · 2013 · External reference
Lifelong robot learning
10.1016/0921-8890(95)00004-y · 1995 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2019 · External reference
10.1145/1390156.1390294
10.1145/1390156.1390294 · 2008 · External reference
10.1109/cvpr42600.2020.01298
10.1109/cvpr42600.2020.01298 · 2020 · External reference
Learning to reinforcement learn
2017 · External reference
10.24963/ijcai.2021/628
10.24963/ijcai.2021/628 · 2021 · External reference
10.1109/cvpr.2019.00881
10.1109/cvpr.2019.00881 · 2019 · External reference
10.1145/3290605.3300831
10.1145/3290605.3300831 · 2019 · External reference
10.1109/cvpr42600.2020.00215
10.1109/cvpr42600.2020.00215 · 2020 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
1989 · External reference
Unresolved reference
1993 · External reference
10.1007/978-3-030-58526-6_39
10.1007/978-3-030-58526-6_39 · 2020 · External reference
10.1609/aaai.v35i12.17233
10.1609/aaai.v35i12.17233 · 2021 · External reference
Unresolved reference
2016 · External reference
Simple statistical gradient-following algorithms for connectionist reinforcement learning
10.1007/bf00992696 · 1992 · External reference
Unresolved reference
2019 · External reference
No free lunch theorems for optimization
10.1109/4235.585893 · 1997 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2018 · External reference
Zero-shot learning—A comprehensive evaluation of the good, the bad and the ugly
10.1109/tpami.2018.2857768 · 2018 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2020 · External reference
Resource constrained neural network architecture search: Will a submodularity assumption help?
10.1109/iccv.2019.00199 · 2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2021 · External reference
10.1109/cvpr.2017.643
10.1109/cvpr.2017.643 · 2017 · External reference
Unresolved reference
2009 · External reference
10.1007/978-3-030-01249-6_18
10.1007/978-3-030-01249-6_18 · 2018 · External reference
Unresolved reference
2020 · External reference
On hyperparameter optimization of machine learning algorithms: Theory and practice
10.1016/j.neucom.2020.07.061 · 2020 · External reference
Unresolved reference
2020 · External reference
10.1109/dac18072.2020.9218676
10.1109/dac18072.2020.9218676 · 2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2019 · External reference
10.1007/978-3-030-58571-6_41
10.1007/978-3-030-58571-6_41 · 2020 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
2020 · External reference
10.1109/cvpr.2018.00257
10.1109/cvpr.2018.00257 · 2018 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2017 · External reference
10.1145/1553374.1553534
10.1145/1553374.1553534 · 2009 · External reference
Unresolved reference
2019 · External reference
Auto-PyTorch tabular: Multi-fidelity metalearning for efficient and robust AutoDL
10.1109/tpami.2021.3067763 · 2021 · External reference
Next challenges for adaptive learning systems
10.1145/2408736.2408746 · 2012 · External reference
Adaptive preprocessing for streaming data
10.1109/tkde.2012.147 · 2014 · External reference
10.1007/978-3-030-58583-9_34
10.1007/978-3-030-58583-9_34 · 2020 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
