Auto-Keras: An Efficient Neural Architecture Search System

27 June 2018

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

50 / 214 papers shown

Title
Benchmarking Multimodal AutoML for Tabular Data with Text Fields Xingjian Shi Jonas W. Mueller Nick Erickson Mu Li Alexander J. Smola LMTD 32 29 0 04 Nov 2021
On the explainability of hospitalization prediction on a large COVID-19 patient dataset Ivan Girardi P. Vagenas Dario Arcos-Díaz Lydia Bessaï Alexandra Büsser ... R. Furlan Mauro Gatti Andrea Giovannini Ellen Hoeven Chiara Marchiori FAtt 19 3 0 28 Oct 2021
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 166 647 0 27 Oct 2021
Parameter Prediction for Unseen Deep Architectures Boris Knyazev M. Drozdzal Graham W. Taylor Adriana Romero Soriano OOD 22 78 0 25 Oct 2021
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records Wenrui Li Xiaoyu Wang Y. Sun S. Milanović Mark A. Kon J. Castrillón-Candás 11 5 0 19 Oct 2021
CONetV2: Efficient Auto-Channel Size Optimization for CNNs Yi Ru Wang Samir Khaki Weihang Zheng Mahdi S. Hosseini Konstantinos N. Plataniotis 26 6 0 13 Oct 2021
Designing the Architecture of a Convolutional Neural Network Automatically for Diabetic Retinopathy Diagnosis Fahman Saeed M. Hussain Hatim Aboalsamh Fadwa Al Adel A. Owaifeer 22 6 0 08 Oct 2021
An Analysis of Super-Net Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 21 6 0 04 Oct 2021
Self-Supervised Neural Architecture Search for Imbalanced Datasets A. Timofeev Grigorios G. Chrysos V. Cevher OOD 25 5 0 17 Sep 2021
LightAutoML: AutoML Solution for a Large Financial Services Ecosystem Anton Vakhrushev A. Ryzhkov M. Savchenko Dmitry Simakov Rinchin Damdinov Alexander Tuzhilin 4 33 0 03 Sep 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 21 20 0 10 Aug 2021
AutoVideo: An Automated Video Action Recognition System Daochen Zha Zaid Pervaiz Bhat Yi-Wei Chen Yicheng Wang Sirui Ding ... Mohammad Bhat AnmollKumar Jain Alfredo Costilla Reyes Na Zou Xia Hu 23 11 0 09 Aug 2021
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge Zhen Xu Wei-Wei Tu Isabelle M Guyon AI4TS 13 7 0 28 Jul 2021
A High-Performance Adaptive Quantization Approach for Edge CNN Applications Hsu-Hsun Chin R. Tsay Hsin-I Wu MQ 6 5 0 18 Jul 2021
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 77 448 0 13 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 49 94 0 01 Jul 2021
Pairing Conceptual Modeling with Machine Learning W. Maass V. Storey HAI 19 33 0 27 Jun 2021
Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines Nikolay O. Nikitin Pavel Vychuzhanin M. Sarafanov Iana S. Polonskaia I. Revin Irina V. Barabanova G. Maximov Anna V. Kaluzhnaya A. Boukhanovsky 13 55 0 26 Jun 2021
Evaluation of Representation Models for Text Classification with AutoML Tools Sebastian Brändle Marc Hanussek Matthias Blohm Maximilien Kintz 4 2 0 24 Jun 2021
Input Invex Neural Network Suman Sapkota Binod Bhattarai 9 4 0 16 Jun 2021
A Markov Reward Process-Based Approach to Spatial Interpolation Laurens Arp 6 0 0 01 Jun 2021
Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT T. Bartz-Beielstein Frederik Rehbach Amrita Sen Martin Zaefferer 10 0 0 30 May 2021
NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search Jin Xu Xu Tan Renqian Luo Kaitao Song Jian Li Tao Qin Tie-Yan Liu MQ 10 78 0 30 May 2021
Ten Quick Tips for Deep Learning in Biology Benjamin D. Lee A. Gitter Casey S. Greene S. Raschka F. Maguire ... Alexandr A Kalinin T. Triche Benjamin J. Lengerich Timothy J. Triche Jr S. Boca OOD 11 26 0 29 May 2021
Self-Learning for Received Signal Strength Map Reconstruction with Neural Architecture Search A. Malkova Loïc Pauletto C. Villien B. Denis Massih-Reza Amini 12 2 0 17 May 2021
InfoNEAT: Information Theory-based NeuroEvolution of Augmenting Topologies for Side-channel Analysis R. Acharya F. Ganji Domenic Forte AAML 35 24 0 30 Apr 2021
AutoGL: A Library for Automated Graph Learning Ziwei Zhang Yijian Qin Zeyang Zhang Chaoyu Guan Jie Cai ... Beini Xie Yang Yao Yipeng Zhang Xin Eric Wang Wenwu Zhu 19 30 0 11 Apr 2021
GenoML: Automated Machine Learning for Genomics Mary B Makarious H. Leonard Dan Vitale H. Iwaki David Saffo ... R. Campbell Sayed Hadi Hashemi A. Singleton M. Nalls F. Faghri GP LM&MA VLM AI4CE 17 11 0 04 Mar 2021
Improving Neural Networks for Time Series Forecasting using Data Augmentation and AutoML Indrajeet Javeri Mohammadhossein Toutiaee I. Arpinar Tom W. Miller John A. Miller AI4TS 11 16 0 02 Mar 2021
Automated Machine Learning on Graphs: A Survey Ziwei Zhang Xin Eric Wang Wenwu Zhu 17 85 0 01 Mar 2021
Darknet Traffic Big-Data Analysis and Network Management to Real-Time Automating the Malicious Intent Detection Process by a Weight Agnostic Neural Networks Framework Konstantinos Demertzis Konstantinos G. Tsiknas Dimitrios Takezis C. Skianis L. Iliadis 8 41 0 16 Feb 2021
PyGlove: Symbolic Programming for Automated Machine Learning Daiyi Peng Xuanyi Dong Esteban Real Mingxing Tan Yifeng Lu Hanxiao Liu Gabriel Bender Adam Kraft Chen Liang Quoc V. Le 17 31 0 21 Jan 2021
JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms Mengying Guo Tao Yi Yuqing Zhu Yungang Bao 9 9 0 16 Jan 2021
A Neophyte With AutoML: Evaluating the Promises of Automatic Machine Learning Tools Oleg Bezrukavnikov Rhema Linder 17 12 0 14 Jan 2021
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 48 91 0 13 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 27 2 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 4 2 0 31 Dec 2020
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 14 16 0 23 Dec 2020
Amazon SageMaker Autopilot: a white box AutoML solution at scale Piali Das Laurence Rouesnel Nikita Ivkin Tanya Bansal Zohar S. Karnin ... Giovanni Zappella Cedric Archembeau Matthias Seeger Bhaskar Dutt K. Venkateswar 17 69 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 11 1 0 23 Nov 2020
Challenges in Deploying Machine Learning: a Survey of Case Studies Andrei Paleyes Raoul-Gabriel Urma Neil D. Lawrence 18 389 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 25 223 0 30 Oct 2020
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis Jiancheng Yang Rui Shi Bingbing Ni VLM 23 292 0 28 Oct 2020
Crop and weed classification based on AutoML Xuetao Jiang Binbin Yong Soheila Garshasbi Jun Shen Meiyu Jiang Qingguo Zhou 6 5 0 28 Oct 2020
$μ$ NAS: Constrained Neural Architecture Search for Microcontrollers Edgar Liberis L. Dudziak Nicholas D. Lane BDL 13 102 0 27 Oct 2020
Task-Aware Neural Architecture Search Cat P. Le Mohammadreza Soltani Robert J. Ravier Vahid Tarokh 12 10 0 27 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 6 16 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 6 2 0 12 Oct 2020
Dissecting Span Identification Tasks with Performance Prediction Sean Papay Roman Klinger Sebastian Padó 38 16 0 06 Oct 2020
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters Isabelly Rocha Nathaniel Morris L. Chen Pascal Felber Robert Birke V. Schiavoni 16 10 0 01 Oct 2020