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

Title
Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint Ael Quélennec Enzo Tartaglione Pavlo Mozharovskyi Van-Tam Nguyen 175 7 0 08 Dec 2023
TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection Ijazul Haq Byung Suk Lee Donna M. Rizzo AI4TS 234 15 0 29 Nov 2023
Symbolic Regression as Feature Engineering Method for Machine and Deep Learning Regression Tasks Assaf Shmuel Oren Glickman Teddy Lazebnik 268 16 0 10 Nov 2023
Sequential Subset Matching for Dataset DistillationNeural Information Processing Systems (NeurIPS), 2023 Jiawei Du Qin Shi Qiufeng Wang DD 193 36 0 02 Nov 2023
Medi-CAT: Contrastive Adversarial Training for Medical Image ClassificationInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 Pervaiz Iqbal Khan Andreas Dengel Sheraz Ahmed MedIm 139 3 0 31 Oct 2023
Lightweight Knowledge Representations for Automating Data Analysis Marko Sterbentz Cameron Barrie Donna Hooshmand Shubham Shahi Abhratanu Dutta Harper Pack Andong Luis Li Zhao Andrew R. Paley Alexander Einarsson Kristian J. Hammond 86 0 0 15 Oct 2023
An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical ZoneMachine Learning with Applications (MLWA), 2023 Ijazul Haq Byung Suk Lee Donna M. Rizzo J. Perdrial AI4TS 210 5 0 14 Sep 2023
Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture SearchEuropean Conference on Artificial Intelligence (ECAI), 2023 A. Chebykin A. Dushatskiy Tanja Alderliesten Peter A. N. Bosman 227 1 0 28 Jul 2023
Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML Giang Nguyen Sumon Biswas Hridesh Rajan FaML 288 19 0 15 Jun 2023
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede Difan Deng Theresa Eimer Joseph Giovanelli Aditya Mohan ... Sarah Segel Daphne Theodorakopoulos Tanja Tornede Henning Wachsmuth Marius Lindauer 263 36 0 13 Jun 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction Alkesandra Malkova Massih-Reza Amini B. Denis C. Villien 136 0 0 07 Jun 2023
ColdNAS: Search to Modulate for User Cold-Start RecommendationThe Web Conference (WWW), 2023 Shiguang Wu Yaqing Wang Qinghe Jing Daxiang Dong Dejing Dou Quanming Yao 101 12 0 06 Jun 2023
CNN based IoT Device Identification Kahraman Kostas 49 0 0 27 Apr 2023
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture SearchACM Computing Surveys (ACM Comput. Surv.), 2023 Alexandre Heuillet A. Nasser Hichem Arioui Hedi Tabia AI4CE 289 23 0 11 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data WorkInternational Conference on Human Factors in Computing Systems (CHI), 2023 Jennifer Rogers Anamaria Crisan 152 9 0 05 Apr 2023
Deep-BIAS: Detecting Structural Bias using Explainable AI Bas van Stein Diederick Vermetten Fabio Caraffini Anna V. Kononova 53 11 0 04 Apr 2023
Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOBACM Transactions on Evolutionary Learning and Optimization (TELO), 2023 Maria Laura Santoni Elena Raponi R. De Leone Carola Doerr 180 32 0 02 Mar 2023
AutoDOViz: Human-Centered Automation for Decision OptimizationInternational Conference on Intelligent User Interfaces (IUI), 2023 D. Weidele S. Afzal Abel N. Valente Cole Makuch Owen Cornec ... Radu Marinescu Paulito Palmes Elizabeth M. Daly Loraine Franke D. Haehn OffRL 129 8 0 19 Feb 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 239 294 0 19 Feb 2023
Transfer Learning for Bayesian Optimization: A Survey Tianyi Bai Yan Zhao Yu Shen Xinyi Zhang Wentao Zhang Tengjiao Wang BDL 171 45 0 12 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service"International Conference on Human Factors in Computing Systems (CHI), 2023 Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 197 31 0 02 Feb 2023
BOMP-NAS: Bayesian Optimization Mixed Precision NASDesign, Automation and Test in Europe (DATE), 2023 David van Son F. D. Putter Sebastian Vogel Henk Corporaal MQ 109 5 0 27 Jan 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Katharina Eggensperger 3DV AI4CE 317 186 0 20 Jan 2023
DQNAS: Neural Architecture Search using Reinforcement Learning Anshumaan Chauhan S. Bhattacharyya S. Vadivel OOD 75 5 0 17 Jan 2023
$EvoAAA: An evolutionary methodology for automated \neural autoencoder architecture search$ EvoAAA: An evolutionary methodology for automated \neural autoencoder architecture search F. Charte Antonio J. Rivera F. Martínez M. J. D. Jesus 99 15 0 15 Jan 2023
From Xception to NEXcepTion: New Design Decisions and Neural Architecture SearchInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022 Hadar Shavit Filip Jatelnicki Pol Mor-Puigventós W. Kowalczyk 117 3 0 16 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 178 15 0 13 Dec 2022
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC SystemsJournal of Computational Science and Technology (JCST), 2022 Jiangsu Du Dongsheng Li Yingpeng Wen Jiazhi Jiang Dan Huang Xia Liao Yutong Lu 151 4 0 07 Dec 2022
Minimizing the Accumulated Trajectory Error to Improve Dataset DistillationComputer Vision and Pattern Recognition (CVPR), 2022 Jiawei Du Yiding Jiang Vincent Y. F. Tan Qiufeng Wang Haizhou Li DD 191 150 0 20 Nov 2022
MEESO: A Multi-objective End-to-End Self-Optimized Approach for Automatically Building Deep Learning Models Thanh-Phuong Pham 114 0 0 20 Nov 2022
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators Aditya Manglik Minesh Patel Haiyu Mao Behzad Salami Mohammad Sadrosadati Lois Orosa O. Mutlu 152 1 0 10 Nov 2022
Which is the best model for my data? Gonzalo Nápoles Isel Grau Çiçek Güven Orçun Özdemir Yamisleydi Salgueiro 88 1 0 26 Oct 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search Slawomir Kierat Mateusz Sieniawski Denys Fridman Chendi Yu Szymon Migacz Pawel M. Morkisz A. Fit-Florea 3DPC 163 0 0 23 Sep 2022
Improving the Performance of DNN-based Software Services using Automated Layer Caching M. Abedi Yanni Iouannou Pooyan Jamshidi Hadi Hemmati 104 0 0 18 Sep 2022
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning PerspectiveEngineering applications of artificial intelligence (EAAI), 2022 Li Yang Abdallah Shami 148 72 0 16 Sep 2022
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap imagesInternational Conference on Image, Video and Signal Processing (ICIVSP), 2022 Pierrick Pochelu Clara Erard Philippe Cordier S. Petiton B. Conche 94 3 0 30 Aug 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clustersInternational Conference on High Performance Computing in Asia-Pacific Region (HPCAsia), 2022 Pierrick Pochelu S. Petiton B. Conche AI4CE 183 5 0 30 Aug 2022
An Empirical Study on the Usage of Automated Machine Learning ToolsIEEE International Conference on Software Maintenance and Evolution (ICSME), 2022 Forough Majidi Moses Openja Foutse Khomh Heng Li 165 16 0 28 Aug 2022
Task Selection for AutoML System Evaluation Jon Lorraine Nihesh Anderson Chansoo Lee Quentin de Laroussilhe Mehadi Hassen 140 4 0 26 Aug 2022
A Survey of Open Source Automation Tools for Data Science Predictions Nicholas Hoell 120 0 0 24 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS)International Conference on Information and Knowledge Management (CIKM), 2022 H. Chen Yunqi Li He Zhu Zelong Li 163 6 0 23 Aug 2022
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open IssuesACM Computing Surveys (ACM CSUR), 2022 Nan Li Lianbo Ma Guo-Ding Yu Bing Xue Mengjie Zhang Yaochu Jin 137 96 0 23 Aug 2022
Visual Analysis of Neural Architecture Spaces for Summarizing Design PrinciplesIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Jun Yuan Mengchen Liu Fengyuan Tian Shixia Liu 139 12 0 20 Aug 2022
Neural network accelerator for quantum control David Xu A. B. Özgüler G. D. Guglielmo Nhan Tran G. Perdue L. Carloni F. Fahim 151 10 0 04 Aug 2022
AMLB: an AutoML Benchmark Pieter Gijsbers Marcos L. P. Bueno Stefan Coors E. LeDell Sébastien Poirier Janek Thomas J. Herbinger Joaquin Vanschoren 228 78 0 25 Jul 2022
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture Jianwei Zhang Dong Li Lituan Wang Lei Zhang 135 2 0 21 Jul 2022
Automated machine learning for borehole resistivity measurementsGeophysical Journal International (GJI), 2022 M. Shahriari David Pardo S. Kargaran T. Teijeiro AI4CE 80 3 0 20 Jul 2022
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics Suman Sapkota Binod Bhattarai 129 3 0 10 Jul 2022
Explaining Neural Networks without Access to Training DataMachine-mediated learning (ML), 2022 Sascha Marton Stefan Lüdtke Christian Bartelt Andrej Tschalzev Heiner Stuckenschmidt FAtt 82 4 0 10 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search Shiqing Liu Haoyu Zhang Yaochu Jin 291 53 0 03 Jun 2022