v1v2v3 (latest)

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
NNGPT: Rethinking AutoML with Large Language Models Roman Kochnev Waleed Khalid Tolgay Atinc Uzun X. Zhang Yashkumar Sanjaybhai Dhameliya ... Chandini Vysyaraju Raghuvir Duvvuri Avi Goyal D. Ignatov Radu Timofte LM&MA LRM 143 3 0 25 Nov 2025
Private Data Imputation Abdelkarim Kati Florian Kerschbaum Marina Blanton 41 0 0 25 Nov 2025
Neural Architecture Search for global multi-step Forecasting of Energy Production Time Series Georg Velev Stefan Lessmann AI4TS 72 0 0 27 Oct 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference Divya J. Bajpai M. Hanawal MLLM VLM 178 0 0 26 Oct 2025
BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data Arefin Ittesafun Abian Debopom Sutradhar Md Rafi Ur Rashid Reem E. Mohamed M. Islam Asif Karim Kheng Cher Yeo Sami Azam 93 0 0 07 Oct 2025
TACO-Net: Topological Signatures Triumph in 3D Object Classification Anirban Ghosh Ayan Dutta 3DPC 73 0 0 29 Sep 2025
Neuroplasticity-inspired dynamic ANNs for multi-task demand forecasting Mateusz Żarski Sławomir Nowaczyk 76 0 0 29 Sep 2025
Quickly Tuning Foundation Models for Image Segmentation Breenda Das Lennart Purucker Timur Carstensen Frank Hutter MLLM VLM 96 0 0 24 Aug 2025
KompeteAI: Accelerated Autonomous Multi-Agent System for End-to-End Pipeline Generation for Machine Learning Problems Stepan Kulibaba Artem Dzhalilov Roman Pakhomov Oleg Svidchenko Alexander Gasnikov A. Shpilman 138 2 0 13 Aug 2025
MedSymmFlow: Bridging Generative Modeling and Classification in Medical Imaging through Symmetrical Flow Matching Francisco Caetano Lemar Abdi Christiaan Viviers Amaan Valiuddin Fons van der Sommen MedIm 82 0 0 25 Jul 2025
Agentic AI framework for End-to-End Medical Data Inference Soorya Ram Shimgekar Shayan Vassef Abhay Goyal Navin Kumar Koustuv Saha MedIm 168 7 0 24 Jul 2025
PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs Tongzhou Yu Zhuhao Zhang Guanghui Zhu Shen Jiang Meikang Qiu Yihua Huang 115 0 0 09 Jun 2025
Gradients: When Markets Meet Fine-tuning -- A Distributed Approach to Model Optimisation Christopher Subia-Waud 130 0 0 09 Jun 2025
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement Jaehyun Nam Chang Jo Kim Jiefeng Chen Jinwoo Shin Sercan Ö. Arık Tomas Pfister LLMAG 184 5 0 27 May 2025
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 256 9 0 28 Apr 2025
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review Karthik Shivashankar Ghadi S. Al Hajj Antonio Martini 297 1 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 223 1 0 13 Apr 2025
An experimental survey and Perspective View on Meta-Learning for Automated Algorithms Selection and Parametrization Moncef Garouani 167 2 0 08 Apr 2025
Hybrid machine learning data assimilation for marine biogeochemistry Ieuan Higgs Ross Bannister Jozef Skákala Alberto Carrassi Stefano Ciavatta AI4Cl AI4CE 232 1 0 07 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 136 2 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 248 6 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 300 51 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 220 2 0 03 Dec 2024
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 320 9 0 11 Nov 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 146 2 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 132 2 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 261 13 0 22 Oct 2024
Emphasizing Discriminative Features for Dataset Distillation in Complex ScenariosComputer Vision and Pattern Recognition (CVPR), 2024 Kai Wang Zekai Li Zhi-Qi Cheng Samir Khaki A. Sajedi Ramakrishna Vedantam Konstantinos N. Plataniotis Alexander G. Hauptmann Yang You DD 285 10 0 22 Oct 2024
Automating Data Science Pipelines with Tensor CompletionBigData Congress [Services Society] (BSS), 2024 Shaan Pakala Bryce Graw Dawon Ahn Tam Dinh Mehnaz Tabassum Mahin Vassilis Tsotras Jia Chen Evangelos E. Papalexakis 139 2 0 08 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat Wonyong Jeong Sung Ju Hwang LLMAG 302 49 0 03 Oct 2024
Still More Shades of Null: An Evaluation Suite for Responsible Missing Value ImputationProceedings of the VLDB Endowment (PVLDB), 2024 Falaah Arif Khan Denys Herasymuk Nazar Protsiv Julia Stoyanovich VLM 457 0 0 11 Sep 2024
Maintainability Challenges in ML: A Systematic Literature ReviewEUROMICRO Conference on Software Engineering and Advanced Applications (SEAA), 2022 Karthik Shivashankar Antonio Martini 131 11 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 242 5 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 144 2 0 29 Jul 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach Difan Deng Marius Lindauer AI4TS 229 1 0 07 Jun 2024
drGT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network Yoshitaka Inoue Hunmin Lee Tianfan Fu Augustin Luna 257 6 0 14 May 2024
On the Fourier analysis in the SO(3) space : EquiLoPO Network Dmitrii Zhemchuzhnikov Sergei Grudinin 245 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 345 40 0 16 Apr 2024
ILPO-NET: Network for the invariant recognition of arbitrary volumetric patterns in 3D Dmitrii Zhemchuzhnikov Sergei Grudinin 232 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 171 2 0 24 Mar 2024
Automated data processing and feature engineering for deep learning and big data applications: a surveyJournal of Information and Intelligence (JII), 2024 A. Mumuni F. Mumuni TPM 196 116 0 18 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 213 12 0 09 Mar 2024
Neural Architecture Search using Particle Swarm and Ant Colony Optimization Séamus Lankford Diarmuid Grimes 77 13 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 220 14 0 23 Feb 2024
The Potential of AutoML for Recommender Systems Tobias Vente Joeran Beel 100 0 0 06 Feb 2024
X Hacking: The Threat of Misguided AutoML Rahul Sharma Sergey Redyuk Sumantrak Mukherjee Andrea Sipka Eyke Hüllermeier Sebastian Vollmer David Selby 312 4 0 16 Jan 2024
DREAM: Debugging and Repairing AutoML PipelinesACM Transactions on Software Engineering and Methodology (TOSEM), 2023 Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 242 4 0 31 Dec 2023
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI Saikat Barua Sifat Momen 73 6 0 30 Dec 2023
AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting Raphael Fischer Amal Saadallah 191 5 0 20 Dec 2023
Dataset Distillation via Adversarial Prediction Matching Yin Hua Bo Huang Junda Lu Bing Li Yi Wang Minhao Cheng Wei Wang DD 170 6 0 14 Dec 2023