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Auto-Keras: An Efficient Neural Architecture Search System

Knowledge Discovery and Data Mining (KDD), 2018

27 June 2018

Papers citing "Auto-Keras: An Efficient Neural Architecture Search System"

50 / 229 papers shown

Title
Whither AutoML? Understanding the Role of Automation in Machine Learning WorkflowsInternational Conference on Human Factors in Computing Systems (CHI), 2021 Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 186 105 0 13 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 568 18 0 04 Jan 2021
Boarding House Renting Price Prediction Using Deep Neural Network Regression on Mobile Apps M. Aziz Fahmi Nurrahim Prastyo Eko Susanto Yurio Windiatmoko 50 2 0 31 Dec 2020
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 212 18 0 23 Dec 2020
Amazon SageMaker Autopilot: a white box AutoML solution at scale Piali Das Laurence Rouesnel Nikita Ivkin Tanya Bansal Zohar Karnin ... Giovanni Zappella Cedric Archembeau Matthias Seeger Bhaskar Dutt K. Venkateswar 249 74 0 15 Dec 2020
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication J. Gupchup A. Aazami Yaran Fan Senja Filipi Tom Finley ... D. Perednya Sriram Srinivasan John Langford Ross Cutler J. Gehrke OffRL 93 1 0 23 Nov 2020
Challenges in Deploying Machine Learning: a Survey of Case StudiesACM Computing Surveys (ACM CSUR), 2020 Andrei Paleyes Raoul-Gabriel Urma Neil D. Lawrence 244 484 0 18 Nov 2020
Surgical Data Science -- from Concepts toward Clinical Translation Lena Maier-Hein Matthias Eisenmann Duygu Sarikaya Keno Marz Toby Collins ... D. Teber F. Uckert Beat P. Müller-Stich Pierre Jannin Stefanie Speidel AI4CE 134 267 0 30 Oct 2020
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image AnalysisIEEE International Symposium on Biomedical Imaging (ISBI), 2020 Jiancheng Yang Rui Shi Bingbing Ni VLM 463 367 0 28 Oct 2020
Crop and weed classification based on AutoMLApplied Computing and Intelligence (ACI), 2020 Xuetao Jiang Binbin Yong Soheila Garshasbi Jun Shen Meiyu Jiang Qingguo Zhou 64 6 0 28 Oct 2020
$μ$ NAS: Constrained Neural Architecture Search for Microcontrollers Edgar Liberis Łukasz Dudziak Nicholas D. Lane BDL 150 118 0 27 Oct 2020
Task-Aware Neural Architecture SearchIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Cat P. Le Mohammadreza Soltani Robert J. Ravier Vahid Tarokh 142 10 0 27 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 173 19 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 131 2 0 12 Oct 2020
Dissecting Span Identification Tasks with Performance PredictionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sean Papay Roman Klinger Sebastian Padó 134 18 0 06 Oct 2020
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning ClustersInternational Middleware Conference (Middleware), 2020 Isabelly Rocha Nathaniel Morris L. Chen Pascal Felber Robert Birke V. Schiavoni 165 11 0 01 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 788 88 0 17 Sep 2020
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)Evolutionary Intelligence (Evol. Intell.), 2020 M. Basgalupp Rodrigo C. Barros A. G. C. D. Sá G. Pappa R. G. Mantovani A. Carvalho A. Freitas 125 4 0 16 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A SurveyComplex & Intelligent Systems (CIS), 2020 Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 185 172 0 12 Sep 2020
NASirt: AutoML based learning with instance-level complexity information Habib Asseiss Neto Ronnie Cley de Oliveira Alves S. Campos 118 4 0 26 Aug 2020
Automated Machine Learning -- a brief review at the end of the early years Hugo Jair Escalante 249 31 0 19 Aug 2020
Auto-Surprise: An Automated Recommender-System (AutoRecSys) Library with Tree of Parzens Estimator (TPE) Optimization Rohan Anand Joeran Beel 68 21 0 19 Aug 2020
AIPerf: Automated machine learning as an AI-HPC benchmark Zhixiang Ren Yongheng Liu Tianhui Shi Lei Xie Yue Zhou Jidong Zhai Youhui Zhang Yunquan Zhang Wenguang Chen 260 29 0 17 Aug 2020
Network Architecture Search for Domain Adaptation Yichen Li Xingchao Peng OOD 135 15 0 13 Aug 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and ChallengesInformation Fusion (Inf. Fusion), 2020 Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 264 31 0 09 Aug 2020
MORTON: Detection of Malicious Routines in Large-Scale DNS Traffic Yael Daihes Hen Tzaban Asaf Nadler A. Shabtai 130 4 0 05 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 331 117 0 04 Aug 2020
Bayesian Optimization for Selecting Efficient Machine Learning Models Lidan Wang Franck Dernoncourt Trung Bui 68 9 0 02 Aug 2020
Efficient OCT Image Segmentation Using Neural Architecture SearchInternational Conference on Information Photonics (ICIP), 2020 Saba Heidari Gheshlaghi O. Dehzangi Ali Dabouei Annahita Amireskandari A. Rezai Nasser M. Nasrabadi SSeg 132 13 0 28 Jul 2020
VINNAS: Variational Inference-based Neural Network Architecture Search Martin Ferianc Hongxiang Fan Miguel R. D. Rodrigues 3DPC 316 7 0 12 Jul 2020
Auto-Sklearn 2.0: Hands-free AutoML via Meta-LearningJournal of machine learning research (JMLR), 2020 Matthias Feurer Katharina Eggensperger Stefan Falkner Marius Lindauer Katharina Eggensperger 412 345 0 08 Jul 2020
Hyperparameter Optimization in Neural Networks via Structured Sparse Recovery Minsu Cho Mohammadreza Soltani Chinmay Hegde 129 1 0 07 Jul 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 143 89 0 29 Jun 2020
AutoRec: An Automated Recommender System Ting-Hsiang Wang Qingquan Song Xiaotian Han Zirui Liu Haifeng Jin Helen Zhou 134 21 0 26 Jun 2020
Policy-GNN: Aggregation Optimization for Graph Neural Networks Kwei-Herng Lai Daochen Zha Kaixiong Zhou Helen Zhou 166 101 0 26 Jun 2020
Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL Lucas Zimmer Marius Lindauer Katharina Eggensperger MU 187 99 0 24 Jun 2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale ApplicationsKnowledge Discovery and Data Mining (KDD), 2020 Jamie Pool Ebrahim Beyrami Vishak Gopal A. Aazami J. Gupchup Jeff Rowland Binlong Li Pritesh Kanani Ross Cutler J. Gehrke 85 11 0 23 Jun 2020
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning Yuening Li Zhengzhang Chen Daochen Zha Kaixiong Zhou Haifeng Jin Haifeng Chen Helen Zhou 152 19 0 19 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 118 8 0 17 Jun 2020
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels Binxin Ru Xingchen Wan Xiaowen Dong Michael A. Osborne 170 22 0 13 Jun 2020
Fast Deep Mixtures of Gaussian Process ExpertsMachine-mediated learning (ML), 2020 Clement Etienam K. Law S. Wade Vitaly Zankin 262 3 0 11 Jun 2020
An Introduction to Neural Architecture Search for Convolutional Networks George Kyriakides K. Margaritis AI4CE 163 31 0 22 May 2020
HyperSTAR: Task-Aware Hyperparameters for Deep Networks Gaurav Mittal Chang Liu Nikolaos Karianakis Victor Fragoso Mei Chen Y. Fu VLM 115 24 0 21 May 2020
Sherpa: Robust Hyperparameter Optimization for Machine Learning L. Hertel Julian Collado Peter Sadowski J. Ott Pierre Baldi 197 114 0 08 May 2020
Testing the Robustness of AutoML Systems Tuomas Halvari J. Nurminen T. Mikkonen 79 14 0 06 May 2020
Smart, Adaptive Energy Optimization for Mobile Web InteractionsIEEE Conference on Computer Communications (INFOCOM), 2020 Jie Ren Lu Yuan Petteri Nurmi Xiaoming Wang Miao Ma Ling Gao Zhanyong Tang Jie Zheng Zheng Wang 115 16 0 02 May 2020
Stage-Wise Neural Architecture Search Artur Jordão Fernando Akio M. Lie William Robson Schwartz 105 0 0 23 Apr 2020
ktrain: A Low-Code Library for Augmented Machine LearningJournal of machine learning research (JMLR), 2020 Arun S. Maiya 210 159 0 19 Apr 2020
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing Alan J. X. Guo Fei Zhu 161 1 0 01 Apr 2020
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep LearningAsian Conference on Machine Learning (ACML), 2020 Sourya Dey Saikrishna C. Kanala K. Chugg Peter A. Beerel 163 4 0 27 Mar 2020