Publications

(2019). ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions. A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions.

PDF Code

(2018). Kymatio: Scattering Transforms in Python. arXiv:1812.11214..

PDF Cite Code

(2018). Truncated Variational Sampling for ‘Black Box’ Optimization of Generative Models. In LVA/ICA.

PDF Cite

(2018). Solid harmonic wavelet scattering for predictions of molecule properties. In JCP.

PDF Cite

(2017). Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities. In NIPS.

PDF Cite

(2017). Discrete Sparse Coding. In NeCo.

PDF Cite Code

(2016). Probabilistic Models for Invariant Representations and Transformations. Doctoral Dissertation.

PDF Cite

(2013). Learning invariant features by harnessing the aperture problem. In ICML 2013.

PDF Cite

(2012). Ternary Sparse Coding. LVA/ICA.

PDF Cite Code

(2011). Discrete Symmetric Priors for Sparse Coding. In Bernstein Conference.

PDF Cite