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
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Zijie Lin Yiqing Shen Qilin Cai He Sun Jinrui Zhou Mingjun Xiao 57 0 0 28 Apr 2025
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review Karthik Shivashankar Ghadi S. Al Hajj Antonio Martini 15 0 0 15 Apr 2025
Tin-Tin: Towards Tiny Learning on Tiny Devices with Integer-based Neural Network Training Yi Hu Jinhang Zuo Eddie Zhang Bob Iannucci Carlee Joe-Wong 24 0 0 13 Apr 2025
An experimental survey and Perspective View on Meta-Learning for Automated Algorithms Selection and Parametrization Moncef Garouani 23 0 0 08 Apr 2025
Hybrid machine learning data assimilation for marine biogeochemistry Ieuan Higgs Ross Bannister Jozef Skákala Alberto Carrassi Stefano Ciavatta AI4Cl AI4CE 19 0 0 07 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 36 1 0 01 Apr 2025
MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification Zhuoqin Yang Jiansong Zhang Xiaoling Luo Zheng Lu Linlin Shen MedIm 60 2 0 25 Feb 2025
AIDE: AI-Driven Exploration in the Space of Code Zhengyao Jiang Dominik Schmidt Dhruv Srikanth Dixing Xu Ian Kaplan Deniss Jacenko Yuxiang Wu 67 5 0 18 Feb 2025
ILASH: A Predictive Neural Architecture Search Framework for Multi-Task Applications Md Hafizur Rahman Md. Mashfiq Rizvee Sumaiya Shomaji Prabuddha Chakraborty 75 0 0 03 Dec 2024
MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning Jiaxin Chen Jinliang Ding Kay Chen Tan Jiancheng Qian Ke Li 38 1 0 10 Nov 2024
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists Michał Pietruszka Łukasz Borchmann Aleksander Jędrosz Paweł Morawiecki ELM 23 0 0 30 Oct 2024
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning Yizhou Chi Yizhang Lin Sirui Hong Duyi Pan Yaying Fei ... Tianqi Pang Jacky Kwok Ceyao Zhang Bang Liu Chenglin Wu LLMAG 33 3 0 22 Oct 2024
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios Kai Wang Zekai Li Zhi-Qi Cheng Samir Khaki A. Sajedi Ramakrishna Vedantam Konstantinos N. Plataniotis Alexander G. Hauptmann Yang You DD 62 4 0 22 Oct 2024
Automating Data Science Pipelines with Tensor Completion Shaan Pakala Bryce Graw Dawon Ahn Tam Dinh Mehnaz Tabassum Mahin Vassilis Tsotras Jia Chen Evangelos E. Papalexakis 21 1 0 08 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat Wonyong Jeong Sung Ju Hwang LLMAG 23 10 0 03 Oct 2024
Still More Shades of Null: An Evaluation Suite for Responsible Missing Value Imputation Falaah Arif Khan Denys Herasymuk Nazar Protsiv Julia Stoyanovich VLM 26 0 0 11 Sep 2024
Maintainability Challenges in ML: A Systematic Literature Review Karthik Shivashankar Antonio Martini 22 9 0 17 Aug 2024
Prioritize Alignment in Dataset Distillation Zekai Li Ziyao Guo Wangbo Zhao Tianle Zhang Zhi-Qi Cheng ... Kaipeng Zhang A. Sajedi Konstantinos N Plataniotis Kai Wang Yang You DD 43 2 0 06 Aug 2024
PersonalityScanner: Exploring the Validity of Personality Assessment Based on Multimodal Signals in Virtual Reality Xintong Zhang Di Lu Huiqi Hu Nan Jiang Xianhao Yu Jinan Xu Yujia Peng Qing Li Wenjuan Han 36 1 0 29 Jul 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach Difan Deng Marius Lindauer AI4TS 47 0 0 07 Jun 2024
drGAT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network Yoshitaka Inoue Hunmin Lee Tianfan Fu Augustin Luna 22 6 0 14 May 2024
On the Fourier analysis in the SO(3) space : EquiLoPO Network Dmitrii Zhemchuzhnikov Sergei Grudinin 30 0 0 24 Apr 2024
Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models Songtao Jiang Tuo Zheng Yan Zhang Yeying Jin Li Yuan Zuozhu Liu MoE 29 12 0 16 Apr 2024
ILPO-NET: Network for the invariant recognition of arbitrary volumetric patterns in 3D Dmitrii Zhemchuzhnikov Sergei Grudinin 19 1 0 28 Mar 2024
Systematic construction of continuous-time neural networks for linear dynamical systems Chinmay Datar Adwait Datar Felix Dietrich W. Schilders AI4TS 36 1 0 24 Mar 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 35 47 0 18 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 31 5 0 09 Mar 2024
Neural Architecture Search using Particle Swarm and Ant Colony Optimization Séamus Lankford Diarmuid Grimes 22 9 0 06 Mar 2024
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks Zekang Yang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu MLLM VLM 46 8 0 23 Feb 2024
The Potential of AutoML for Recommender Systems Tobias Vente Joeran Beel 18 0 0 06 Feb 2024
DREAM: Debugging and Repairing AutoML Pipelines Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 16 1 0 31 Dec 2023
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI Saikat Barua Sifat Momen 16 5 0 30 Dec 2023
AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting Raphael Fischer Amal Saadallah 24 0 0 20 Dec 2023
Dataset Distillation via Adversarial Prediction Matching Mingyang Chen Bo Huang Junda Lu Bing Li Yi Wang Minhao Cheng Wei Wang DD 18 5 0 14 Dec 2023
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 26 2 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 16 5 0 29 Nov 2023
Symbolic Regression as Feature Engineering Method for Machine and Deep Learning Regression Tasks Assaf Shmuel Oren Glickman Teddy Lazebnik 38 9 0 10 Nov 2023
Sequential Subset Matching for Dataset Distillation Jiawei Du Qin Shi Joey Tianyi Zhou DD 31 27 0 02 Nov 2023
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification Pervaiz Iqbal Khan Andreas Dengel Sheraz Ahmed MedIm 13 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 12 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 Zone Ijazul Haq Byung Suk Lee Donna M. Rizzo J. Perdrial AI4TS 42 5 0 14 Sep 2023
Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture Search A. Chebykin A. Dushatskiy T. Alderliesten Peter A. N. Bosman 29 0 0 28 Jul 2023
Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML Giang Nguyen Sumon Biswas Hridesh Rajan FaML 35 13 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 28 22 0 13 Jun 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction Alkesandra Malkova Massih-Reza Amini B. Denis C. Villien 18 0 0 07 Jun 2023
ColdNAS: Search to Modulate for User Cold-Start Recommendation Shiguang Wu Yaqing Wang Qinghe Jing Daxiang Dong Dejing Dou Quanming Yao 17 7 0 06 Jun 2023
CNN based IoT Device Identification Kahraman Kostas 11 0 0 27 Apr 2023
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search Alexandre Heuillet A. Nasser Hichem Arioui Hedi Tabia AI4CE 22 11 0 11 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 14 7 0 05 Apr 2023
Deep-BIAS: Detecting Structural Bias using Explainable AI Bas van Stein Diederick Vermetten Fabio Caraffini Anna V. Kononova 13 7 0 04 Apr 2023