Martin Wistuba
- Scaling Laws for Hyperparameter Optimization
2023/02/01 by Arlind Kadra, Maciej Janowski, Kadra, Arlind +5 · 1 voice · 4 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Data Stream Mining Techniques
- Adversarial Robustness Toolbox v1.0.0
2018/07/03 by Maria-Irina Nicolae, Nicolae, Maria-Irina, Mathieu Sinn +16 · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Survey on Neural Architecture Search
2019/05/04 by Martin Wistuba, Wistuba, Martin, Ambrish Rawat +3 · 1 voice · 6 citations
Computer Science · Mathematics · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #cs.CV #cs.LG #cs.NE #stat.ML
- A Comprehensive Survey on Hardware-Aware Neural Architecture Search
2021/01/22 by Hadjer Benmeziane, Kaoutar El Maghraoui, Benmeziane, Hadjer +9 · 9 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on\n OpenML
2021/06/11 by Sebastian Pineda Arango, Arango, Sebastian Pineda, Hadi S. Jomaa +5 · 8 citations
Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Advanced Multi-Objective Optimization Algorithms
- Few-Shot Bayesian Optimization with Deep Kernel Surrogates
2021/01/19 by Martin Wistuba, Josif Grabocka, Wistuba, Martin +1 · 6 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Adversarial Phenomenon in the Eyes of Bayesian Deep Learning
2017/11/22 by Ambrish Rawat, Martin Wistuba, Rawat, Ambrish +3 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Learning to Rank Learning Curves
2020/06/05 by Martin Wistuba, Tejaswini Pedapati, Wistuba, Martin +1 · 3 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Advanced Neural Network Applications
- NeuNetS: An Automated Synthesis Engine for Neural Network Design
2019/01/17 by Atin Sood, Benjamin Elder, Sood, Atin +37 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Machine Learning and Data Classification #COVID-19 diagnosis using AI
- Ultra-Fast Shapelets for Time Series Classification
2015/03/17 by Martin Wistuba, Wistuba, Martin, Josif Grabocka +3 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Time Series Analysis and Forecasting
- Hyperband-based Bayesian Optimization for Black-box Prompt Selection
2024/12/10 by Lennart Schneider, Schneider, Lennart, Martin Wistuba +9 · 1 citation
Computer Science · Engineering · #VLSI and Analog Circuit Testing #Blind Source Separation Techniques #Advanced Wireless Communication Techniques