Michael Eickenberg

发表

Hierarchical Region-Network Sparsity for High-Dimensional Inference in Brain Imaging

Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, 2017, IPMI.

Evaluating Computational Models of Vision with Functional Magnetic Resonance Imaging. (Évaluation de modèles computationnels de la vision humaine en imagerie par résonance magnétique fonctionnelle)

Michael Eickenberg, Michael Eickenberg, 2015 .

Comparison of generic convolutional networks versus biologically inspired networks as models of V4 neurons

Michael Eickenberg, Jack L. Gallant, Michele Winter, 2020 .

HRF Estimation Improves Sensitivity of fMRI Encoding and Decoding Models

Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort, 2013, 2013 International Workshop on Pattern Recognition in Neuroimaging.

Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2015, MICCAI.

FAASTA: A fast solver for total-variation regularization of ill-conditioned problems with application to brain imaging pdf

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2015, ArXiv.

Phase Retrieval with Holography and Untrained Priors: Tackling the Challenges of Low-Photon Nanoscale Imaging pdf

Michael Eickenberg, David A. Barmherzig, Hannah Lawrence, 2020, MSML.

Formal Models of the Network Co-occurrence Underlying Mental Operations

Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, 2016, PLoS Comput. Biol..

Data-driven HRF estimation for encoding and decoding models

Michael Eickenberg, Bertrand Thirion, Philippe Ciuciu, 2014, NeuroImage.

Machine learning for neuroimaging with scikit-learn

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2014, Front. Neuroinform..

Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities

Stéphane Mallat, Michael Eickenberg, Matthew J. Hirn, 2017, NIPS.

Decoupled Greedy Learning of CNNs pdf

Michael Eickenberg, Edouard Oyallon, Eugene Belilovsky, 2019, ICML.

Software and Platforms - Nilearn

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2013 .

Second Order Scattering Descriptors Predict fMRI Activity Due to Visual Textures

Michael Eickenberg, Bertrand Thirion, Mehdi Senoussi, 2013, 2013 International Workshop on Pattern Recognition in Neuroimaging.

Characterizing Responses of Translation-Invariant Neurons to Natural Stimuli: Maximally Informative Invariant Dimensions

Michael Eickenberg, Tatyana O. Sharpee, Minjoon Kouh, 2012, Neural Computation.

Multilayer Scattering Image Analysis Fits fMRI Activity in Visual Areas

Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort, 2012, 2012 Second International Workshop on Pattern Recognition in NeuroImaging.

Convolutional Network Layers Map the Function of the Human Visual Cortex

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2017, ERCIM News.

Correlations of correlations are not reliable statistics: implications for multivariate pattern analysis.

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2015, ICML 2015.

Seeing it all: Convolutional network layers map the function of the human visual system

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2017, NeuroImage.

A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies

Jean-Baptiste Poline, Michael Eickenberg, Gaël Varoquaux, 2012, MICCAI 2012.

Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data

Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, 2015, NIPS.

Local Q-linear convergence and finite-time active set identification of ADMM on a class of penalized regression problems

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Greedy Layerwise Learning Can Scale to ImageNet pdf

Michael Eickenberg, Edouard Oyallon, Eugene Belilovsky, 2018, ICML.

Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties

Stéphane Mallat, Michael Eickenberg, Matthew J. Hirn, 2018, The Journal of chemical physics.

Grouping Total Variation and Sparsity: Statistical Learning with Segmenting Penalties

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2015, MICCAI.

Gaussian Processes for HRF estimation for BOLD fMRI

Michael Eickenberg, Aina Frau-Pascual, Andr'es Hoyos-Idrobo, 2017, 1708.09762.

New Results - Benchmarking solvers for TV-l1 least-squares and logistic regression in brain imaging

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2014 .

New Software and Platforms - Scikit learn

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2014 .

Kymatio: Scattering Transforms in Python pdf

Joakim Andén, Vincent Lostanlen, Stéphane Mallat, 2018, J. Mach. Learn. Res..

New Software and Platforms - Nilearn

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2014 .

Speeding-Up Model-Selection in Graphnet via Early-Stopping and Univariate Feature-Screening

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2015, 2015 International Workshop on Pattern Recognition in NeuroImaging.

Parametric Scattering Networks pdf

Michael Eickenberg, Irina Rish, Guy Wolf, 2021, ArXiv.

The CAMELS project: public data release pdf

David N. Spergel, Michael Eickenberg, Shy Genel, 2022, ArXiv.

The CAMELS Multifield Data Set: Learning the Universe’s Fundamental Parameters with Artificial Intelligence pdf

David N. Spergel, Michael Eickenberg, Shy Genel, 2021, The Astrophysical Journal Supplement Series.

Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning pdf

Michael Eickenberg, Edouard Oyallon, Louis Leconte, 2021, ArXiv.

Total Variation meets Sparsity: statistical learning with segmenting penalties

Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, 2015 .