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Alfredo De la Fuente

3 papers hereh-index 269 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.IT1
  • cs.LG1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedSaLinA: Sequential Learning of Agents

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.IT2025

Discretized Approximate Ancestral Sampling

Alfredo De la Fuente, Saurabh Singh, Jona Ballé

The Fourier Basis Density Model (FBM) was recently introduced as a flexible probability model for band-limited distributions, i.e. ones which are smooth in the sense of having a ch…

cs.LG2021★ 1 cited

SaLinA: Sequential Learning of Agents

Ludovic Denoyer, Alfredo de la Fuente, Song Duong +3

SaLinA is a simple library that makes implementing complex sequential learning models easy, including reinforcement learning algorithms. It is built as an extension of PyTorch: alg…

physics.geo-ph2018

Rapid seismic domain transfer: Seismic velocity inversion and modeling using deep generative neural networks

Lukas Mosser, Wouter Kimman, Jesper Dramsch +3

Traditional physics-based approaches to infer sub-surface properties such as full-waveform inversion or reflectivity inversion are time-consuming and computationally expensive. We…

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