Eldad Haber

1. Stable architectures for deep neural networks
   2017/11/14 by Eldad Haber, Lars Ruthotto · 46 citations
   Computer Science · Physics and Astronomy · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Stochastic Gradient Optimization Techniques
2. Deep Neural Networks Motivated by Partial Differential Equations
   2018/04/12 by Lars Ruthotto, Eldad Haber, Ruthotto, Lars +1 · 25 citations
   #65K10 #68T45 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks
   2019/02/26 by Bo Chang, Chang, Bo, Minmin Chen +5 · 17 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #Neural Networks and Applications
4. PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations
   2021/08/04 by Moshe Eliasof, Eldad Haber, Eliasof, Moshe +3 · 17 citations
   Physics and Astronomy · Computer Science · Materials Science · #Model Reduction and Neural Networks #Advanced Graph Neural Networks #Machine Learning in Materials Science
5. Reversible Architectures for Arbitrarily Deep Residual Neural Networks
   2017/09/12 by Bo Chang, Chang, Bo, Lili Meng +9 · 12 citations
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks
6. On optimization techniques for solving nonlinear inverse problems
   2000/10/01 by Eldad Haber, Uri M Ascher, Uri M. Ascher +2 · 5 citations
   Earth and Planetary Sciences · Mathematics · #Geophysical and Geoelectrical Methods #Geophysics and Gravity Measurements #Statistical and numerical algorithms
7. A fast marching algorithm for the factored eikonal equation
   2016/08/13 by Eran Treister, Eldad Haber · 6 citations
   Earth and Planetary Sciences · Engineering · #Seismic Waves and Analysis #Flow Measurement and Analysis #Electrical and Bioimpedance Tomography
8. Fully Hyperbolic Convolutional Neural Networks
   2019/05/24 by Keegan Lensink, Lensink, Keegan, Bas Peters +3 · 4 citations
   Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
9. Neural-networks for geophysicists and their application to seismic data\n interpretation
   2019/03/26 by Bas Peters, Eldad Haber, Peters, Bas +3 · 1 voice
   Earth and Planetary Sciences · Engineering · #Seismic Imaging and Inversion Techniques #Reservoir Engineering and Simulation Methods #Hydraulic Fracturing and Reservoir Analysis
10. Quasi-Newton methods for large-scale electromagnetic inverse problems
    2004/12/14 by Eldad Haber, E Haber · 2 citations
    Engineering · Mathematics · #Electrical and Bioimpedance Tomography #Microwave Imaging and Scattering Analysis #Numerical methods in inverse problems
11. IMEXnet: A Forward Stable Deep Neural Network
    2019/03/06 by Eldad Haber, Keegan Lensink, Haber, Eldad +5 · 3 citations
    Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
12. Feature Transportation Improves Graph Neural Networks
    2023/07/29 by Moshe Eliasof, Eliasof, Moshe, Eldad Haber +3 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Machine Learning and ELM
13. Multi-resolution neural networks for tracking seismic horizons from few\n training images
    2018/12/26 by Bas Peters, Peters, Bas, Justin Granek +3 · 1 citation
    Earth and Planetary Sciences · Engineering · #Seismic Imaging and Inversion Techniques #Reservoir Engineering and Simulation Methods #Hydraulic Fracturing and Reservoir Analysis
14. Graph Neural Reaction Diffusion Models
    2024/06/16 by Moshe Eliasof, Eliasof, Moshe, Eldad Haber +3 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Neural Networks and Applications #Computational Drug Discovery Methods #Gene Regulatory Network Analysis
15. On The Temporal Domain of Differential Equation Inspired Graph Neural Networks
    2024/01/20 by Moshe Eliasof, Eldad Haber, Eliasof, Moshe +5 · 3 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG)
16. Paired Autoencoders for Likelihood-free Estimation in Inverse Problems
    2024/05/21 by Matthias Chung, Chung, Matthias, Emma Hart +7 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA) #Radiative Heat Transfer Studies
17. Simultaneous shot inversion for nonuniform geometries using fast data interpolation
    2018/04/23 by Rajiv Kumar, Liu, Michelle, Kumar, Rajiv +4 · 1 citation
    Earth and Planetary Sciences · Engineering · Medicine · #65K05 #65K10 #86-08 #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Geophysical Methods and Applications #Geophysics (physics.geo-ph) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Optimization and Control (math.OC) #Seismic Imaging and Inversion Techniques
18. Score-Based Stabilization for Time-Dependent Problems
    2026/07/27 by Eshed Gal, Eldad Haber, Uri Ascher
    #cs.LG #cs.NA #math.NA