Eldad Haber

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 83

Top Venues

CoRR

SIAM J. Sci. Comput.

AAAI

ICML

Publications

Moshe Eliasof, Eldad Haber, Eran Treister
Graph Neural Reaction Diffusion Models. SIAM J. Sci. Comput. 46 (4) (2024)
Moshe Eliasof, Eldad Haber, Eran Treister, Carola-Bibiane Schönlieb
On The Temporal Domain of Differential Equation Inspired Graph Neural Networks. CoRR (2024)
Moshe Eliasof, Eldad Haber, Eran Treister, Carola-Bibiane Schönlieb
On The Temporal Domain of Differential Equation Inspired Graph Neural Networks. AISTATS (2024)
Matthias Chung, Emma Hart, Julianne Chung, Bas Peters, Eldad Haber
Paired Autoencoders for Inverse Problems. CoRR (2024)
Moshe Eliasof, Eldad Haber, Eran Treister
An Over Complete Deep Learning Method for Inverse Problems. CoRR (2024)
Moshe Eliasof, Eldad Haber, Eran Treister
Feature Transportation Improves Graph Neural Networks. AAAI (2024)
Md Shahriar Rahim Siddiqui, Arman Rahmim, Eldad Haber
Deep Optimal Experimental Design for Parameter Estimation Problems. CoRR (2024)
Moshe Eliasof, Eldad Haber, Eran Treister
Graph Neural Reaction Diffusion Models. CoRR (2024)
Bas Peters, Eldad Haber, Keegan Lensink
Fully invertible hyperbolic neural networks for segmenting large-scale surface and sub-surface data. CoRR (2024)
Niloufar Zakariaei, Arman Rahmim, Eldad Haber
Beyond Conventional Parametric Modeling: Data-Driven Framework for Estimation and Prediction of Time Activity Curves in Dynamic PET Imaging. CoRR (2024)
Moshe Eliasof, Eldad Haber
Graph Neural Networks for Binary Programming. CoRR (2024)
Niloufar Zakariaei, Siddharth Rout, Eldad Haber, Moshe Eliasof
Advection Augmented Convolutional Neural Networks. CoRR (2024)
Brian Irwin, Eldad Haber, Raviv Gal, Avi Ziv
Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods. ICML (2023)
Conrad P. Koziol, Eldad Haber
Semi-Automated Segmentation of Geoscientific Data Using Superpixels. CoRR (2023)
Moshe Eliasof, Eldad Haber, Eran Treister
DRIP: Deep Regularizers for Inverse Problems. CoRR (2023)
Eldad Haber, Moshe Eliasof, Luis Tenorio
Estimating a Potential Without the Agony of the Partition Function. SIAM J. Math. Data Sci. 5 (4) (2023)
Moshe Eliasof, Eldad Haber, Eran Treister
ADR-GNN: Advection-Diffusion-Reaction Graph Neural Networks. CoRR (2023)
Brian Irwin, Eldad Haber
Secant penalized BFGS: a noise robust quasi-Newton method via penalizing the secant condition. Comput. Optim. Appl. 84 (3) (2023)
Moshe Eliasof, Eldad Haber, Eran Treister
pathGCN: Learning General Graph Spatial Operators from Paths. ICML (2022)
Moshe Eliasof, Eldad Haber, Eran Treister
pathGCN: Learning General Graph Spatial Operators from Paths. CoRR (2022)
Moshe Eliasof, Tue Boesen, Eldad Haber, Chen Keasar, Eran Treister
Mimetic Neural Networks: A Unified Framework for Protein Design and Folding. Frontiers Bioinform. 2 (2022)
Moshe Eliasof, Eldad Haber, Eran Treister
Every Node Counts: Improving the Training of Graph Neural Networks on Node Classification. CoRR (2022)
Tue Boesen, Eldad Haber, Uri M. Ascher
Neural DAEs: Constrained neural networks. CoRR (2022)
Eldad Haber, Moshe Eliasof, Luis Tenorio
Estimating a potential without the agony of the partition function. CoRR (2022)
Moshe Eliasof, Eldad Haber, Eran Treister
PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations. CoRR (2021)
Lars Ruthotto, Eldad Haber
An Introduction to Deep Generative Modeling. CoRR (2021)
Raviv Gal, Eldad Haber, Brian Irwin, Marwa Mouallem, Bilal Saleh, Avi Ziv
Using Deep Neural Networks And Derivative Free Optimization To Accelerate Coverage Closure. MLCAD (2021)
Tue Boesen, Eldad Haber, G. Michael Hoversten
Data-driven semi-supervised clustering for oil prediction. Comput. Geosci. 148 (2021)
Moshe Eliasof, Tue Boesen, Eldad Haber, Chen Keasar, Eran Treister
Mimetic Neural Networks: A unified framework for Protein Design and Folding. CoRR (2021)
Raviv Gal, Eldad Haber, Wesam Ibraheem, Brian Irwin, Ziv Nevo, Avi Ziv
Automatic Scalable System for the Coverage-Directed Generation (CDG) Problem. DATE (2021)
Moshe Eliasof, Eldad Haber, Eran Treister
PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations. NeurIPS (2021)
Brian Irwin, Eldad Haber, Raviv Gal, Avi Ziv
Deep Neural Network Accelerated Implicit Filtering. CoRR (2021)
Tue Boesen, Eldad Haber
A-Optimal Active Learning. CoRR (2021)
Lars Ruthotto, Eldad Haber
Deep Neural Networks Motivated by Partial Differential Equations. J. Math. Imaging Vis. 62 (3) (2020)
Jonathan Ephrath, Moshe Eliasof, Lars Ruthotto, Eldad Haber, Eran Treister
LeanConvNets: Low-Cost Yet Effective Convolutional Neural Networks. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Bas Peters, Eldad Haber, Keegan Lensink
Fully reversible neural networks for large-scale surface and sub-surface characterization via remote sensing. CoRR (2020)
Brian Irwin, Eldad Haber
Secant Penalized BFGS: A Noise Robust Quasi-Newton Method Via Penalizing The Secant Condition. CoRR (2020)
Joan Bruna, Eldad Haber, Gitta Kutyniok, Thomas Pock, René Vidal
Special Issue on the Mathematical Foundations of Deep Learning in Imaging Science. J. Math. Imaging Vis. 62 (3) (2020)
Raviv Gal, Eldad Haber, Avi Ziv
Using DNNs and Smart Sampling for Coverage Closure Acceleration. MLCAD (2020)
Keegan Lensink, Issam H. Laradji, Marco Law, Paolo Emilio Barbano, Savvas Nicolaou, William Parker, Eldad Haber
Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients. CoRR (2020)
Klara Steklova, Eldad Haber
3D Joint hydrogeophysical inversion using similarity measures. Appl. Math. Comput. 357 (2019)
Bo Chang, Minmin Chen, Eldad Haber, Ed H. Chi
AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks. ICLR (Poster) (2019)
Bas Peters, Justin Granek, Eldad Haber
Automatic classification of geologic units in seismic images using partially interpreted examples. CoRR (2019)
Bo Chang, Minmin Chen, Eldad Haber, Ed H. Chi
AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks. CoRR (2019)
Jingrong Lin, Keegan Lensink, Eldad Haber
Fluid Flow Mass Transport for Generative Networks. CoRR (2019)
Bas Peters, Eldad Haber, Keegan Lensink
Symmetric block-low-rank layers for fully reversible multilevel neural networks. CoRR (2019)
Bas Peters, Eldad Haber, Justin Granek
Neural-networks for geophysicists and their application to seismic data interpretation. CoRR (2019)
Eran Treister, Eldad Haber
A multigrid solver to the Helmholtz equation with a point source based on travel time and amplitude. Numer. Linear Algebra Appl. 26 (1) (2019)
Eldad Haber, Keegan Lensink, Eran Treister, Lars Ruthotto
IMEXnet A Forward Stable Deep Neural Network. ICML (2019)
Jonathan Ephrath, Lars Ruthotto, Eldad Haber, Eran Treister
LeanResNet: A Low-cost yet Effective Convolutional Residual Networks. CoRR (2019)
Eldad Haber, Keegan Lensink, Eran Treister, Lars Ruthotto
IMEXnet: A Forward Stable Deep Neural Network. CoRR (2019)
Keegan Lensink, Eldad Haber, Bas Peters
Fully Hyperbolic Convolutional Neural Networks. CoRR (2019)
Raviv Gal, Eldad Haber, Brian Irwin, Bilal Saleh, Avi Ziv
How To Catch A Lion In The Desert - On The Solution Of The Coverage Directed Generation (CDG) Problem. CoRR (2019)
Jonathan Ephrath, Moshe Eliasof, Lars Ruthotto, Eldad Haber, Eran Treister
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks. CoRR (2019)
Samy Wu Fung, Sanna Tyrväinen, Lars Ruthotto, Eldad Haber
Large-Scale Classification using Multinomial Regression and ADMM. CoRR (2019)
Eran Treister, Lars Ruthotto, Michal Sharoni, Sapir Zafrani, Eldad Haber
Low-Cost Parameterizations of Deep Convolution Neural Networks. CoRR (2018)
Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
Reversible Architectures for Arbitrarily Deep Residual Neural Networks. AAAI (2018)
Eldad Haber, Felix Lucka, Lars Ruthotto
Never look back - A modified EnKF method and its application to the training of neural networks without back propagation. CoRR (2018)
Rena Elkin, Saad Nadeem, Eldad Haber, Klara Steklova, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum
GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. MICCAI (1) (2018)
Rowan Cockett, Lindsey J. Heagy, Eldad Haber
Efficient 3D inversions using the Richards equation. Comput. Geosci. 116 (2018)
Rena Elkin, Saad Nadeem, Eldad Haber, Klara Steklova, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum
GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. CoRR (2018)
Lars Ruthotto, Eldad Haber
Deep Neural Networks motivated by Partial Differential Equations. CoRR (2018)
Bo Chang, Lili Meng, Eldad Haber, Frederick Tung, David Begert
Multi-level Residual Networks from Dynamical Systems View. ICLR (Poster) (2018)
Bas Peters, Justin Granek, Eldad Haber
Multi-resolution neural networks for tracking seismic horizons from few training images. CoRR (2018)
Yongxin Chen, Eldad Haber, Kaoru Yamamoto, Tryphon T. Georgiou, Allen R. Tannenbaum
An Efficient Algorithm for Matrix-Valued and Vector-Valued Optimal Mass Transport. J. Sci. Comput. 77 (1) (2018)
Eldad Haber, Lars Ruthotto, Elliot Holtham, Seong-Hwan Jun
Learning Across Scales - Multiscale Methods for Convolution Neural Networks. AAAI (2018)
Yongxin Chen, Eldad Haber, Kaoru Yamamoto, Tryphon T. Georgiou, Allen R. Tannenbaum
An Efficient Algorithm for Matrix-Valued and Vector-Valued Optimal Mass Transport. CoRR (2017)
Eran Treister, Eldad Haber
Full Waveform Inversion Guided by Travel Time Tomography. SIAM J. Sci. Comput. 39 (5) (2017)
Luz Angelica Caudillo-Mata, Eldad Haber, Lindsey J. Heagy, Christoph Schwarzbach
A framework for the upscaling of the electrical conductivity in the quasi-static Maxwell's equations. J. Comput. Appl. Math. 317 (2017)
Lars Ruthotto, Eran Treister, Eldad Haber
jInv-a Flexible Julia Package for PDE Parameter Estimation. SIAM J. Sci. Comput. 39 (5) (2017)
Eldad Haber, Lars Ruthotto
Stable Architectures for Deep Neural Networks. CoRR (2017)
Eran Treister, Eldad Haber
A multigrid solver to the Helmholtz equation with a point source based on travel time and amplitude. CoRR (2017)
Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
Reversible Architectures for Arbitrarily Deep Residual Neural Networks. CoRR (2017)
Bo Chang, Lili Meng, Eldad Haber, Frederick Tung, David Begert
Multi-level Residual Networks from Dynamical Systems View. CoRR (2017)
Eldad Haber, Lars Ruthotto, Elliot Holtham
Learning across scales - A multiscale method for Convolution Neural Networks. CoRR (2017)
Lars Ruthotto, Eran Treister, Eldad Haber
jInv - a flexible Julia package for PDE parameter estimation. CoRR (2016)
Eran Treister, Eldad Haber
A fast marching algorithm for the factored eikonal equation. J. Comput. Phys. 324 (2016)
Luz Angelica Caudillo-Mata, Eldad Haber, Christoph Schwarzbach
An oversampling technique for the multiscale finite volume method to simulate electromagnetic responses in the frequency domain. CoRR (2016)
Gili Rosenberg, Mohammad Vazifeh, Brad Woods, Eldad Haber
Building an iterative heuristic solver for a quantum annealer. Comput. Optim. Appl. 65 (3) (2016)
Jennifer Fohring, Eldad Haber
Adaptive A-Optimal Experimental Design for Linear Dynamical Systems. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Eran Treister, Eldad Haber
Full waveform inversion guided by travel time tomography. CoRR (2016)
Luz Angelica Caudillo-Mata, Eldad Haber, Lindsey J. Heagy, Christoph Schwarzbach
A Framework for the Upscaling of the Electrical Conductivity in the Quasi-static Maxwell's Equations. CoRR (2016)
Eran Treister, Eldad Haber
A fast marching algorithm for the factored eikonal equation. CoRR (2016)
Gili Rosenberg, Mohammad Vazifeh, Brad Woods, Eldad Haber
Building an iterative heuristic solver for a quantum annealer. CoRR (2015)
Justin Granek, Eldad Haber
Data mining for real mining: A robust algorithm for prospectivity mapping with uncertainties. SDM (2015)
Jennifer Fohring, Eldad Haber, Lars Ruthotto
Geophysical Imaging of Fluid Flow in Porous Media. SIAM J. Sci. Comput. 36 (5) (2014)
Eldad Haber, Matthias Chung
Simultaneous Source for non-uniform data variance and missing data. CoRR (2014)
Eldad Haber, Zhuojun Magnant, Christian Lucero, Luis Tenorio
-optimal designs with a sparsity constraint for ill-posed inverse problems. Comput. Optim. Appl. 52 (1) (2012)
Matthias Chung, Eldad Haber
Experimental Design for Biological Systems. SIAM J. Control. Optim. 50 (1) (2012)
Eldad Haber, Matthias Chung, Felix Herrmann
An Effective Method for Parameter Estimation with PDE Constraints with Multiple Right-Hand Sides. SIAM J. Optim. 22 (3) (2012)
Michele Benzi, Eldad Haber, Lauren Taralli
A preconditioning technique for a class of PDE-constrained optimization problems. Adv. Comput. Math. 35 (2-4) (2011)
Eldad Haber, Scott MacLachlan
A fast method for the solution of the Helmholtz equation. J. Comput. Phys. 230 (12) (2011)
Lior Horesh, Eldad Haber
A Second Order Discretization of Maxwell's Equations in the Quasi-Static Regime on OcTree Grids. SIAM J. Sci. Comput. 33 (5) (2011)
Eldad Haber, Tauseef ur Rehman, Allen R. Tannenbaum
Optimal Mass Transfer Problem. SIAM J. Sci. Comput. 32 (1) (2010)
Steven P. Hamilton, Michele Benzi, Eldad Haber
New multigrid smoothers for the Oseen problem. Numer. Linear Algebra Appl. 17 (2-3) (2010)
Ivan Kolesov, Peter Karasev, Allen R. Tannenbaum, Eldad Haber
Fire and smoke detection in video with optimal mass transport based optical flow and neural networks. ICIP (2010)
Eldad Haber, Raya Horesh, Jan Modersitzki
Numerical optimization for constrained image registration. Numer. Linear Algebra Appl. 17 (2-3) (2010)
Michele Benzi, Eldad Haber, Lauren Taralli
Multilevel Algorithms for Large-Scale Interior Point Methods. SIAM J. Sci. Comput. 31 (6) (2009)
Eldad Haber, Stefan Heldmann, Jan Modersitzki
A Scale-Space Approach to Landmark Constrained Image Registration. SSVM (2009)
Tauseef ur Rehman, Eldad Haber, Gallagher Pryor, John Melonakos, Allen R. Tannenbaum
3D nonrigid registration via optimal mass transport on the GPU. Medical Image Anal. 13 (6) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eldad Haber