Andres Fernandez

According to our database, Andres Fernandez authored at least 9 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Efficient Neural and Numerical Methods for High-Quality Online Speech Spectrogram Inversion via Gradient Theorem.

Andres Fernandez, Juan Azcarreta, Cagdas Bilen, Jesus Monge-Alvarez

CoRR, May, 2025

Position: Curvature Matrices Should Be Democratized via Linear Operators.

Felix Dangel, Runa Eschenhagen, Weronika Ormaniec, Andres Fernandez, Lukas Tatzel, Agustinus Kristiadi

CoRR, January, 2025

Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods.

Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig

Trans. Mach. Learn. Res., 2025

2024

Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records.

Vishakha Sharma, Andres Fernandez, Andrei Ioanovici, David Talby, Frederik Buijs

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Onsets and Velocities: Affordable Real-Time Piano Transcription Using Convolutional Neural Networks.

Andres Fernandez

Proceedings of the 31st European Signal Processing Conference, 2023

2021

Automatic solar cell diagnosis and treatment.

Alvaro Rodríguez, Carlos Gonzalez, Andres Fernandez, Francisco Rodriguez, Tamara Delgado, Martin Bellman

J. Intell. Manuf., 2021

Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection Under Domain-Shift Conditions.

Andres Fernandez, Mark D. Plumbley

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2017

AR2, a novel automatic artifact reduction software method for ictal EEG interpretation: Validation and comparison of performance with commercially available software.

Shennan A. Weiss, Ali A Asadi-Pooya, Sitaram Vangala, Stephanie Moy, Dale H. Wyeth, Iren Orosz, Michael Gibbs, Lara Schrader, Jason Lerner, Christopher K. Cheng, Edward Chang, Rajsekar Rajaraman, Inna Keselman, Perdro Churchman, Christine Bower-Baca, Adam L. Numis, Michael G. Ho, Lekha Rao, Annapoorna Bhat, Joanna Suski, Marjan Asadollahi, Timothy Ambrose, Andres Fernandez, Maromi Nei, Christopher Skidmore, Scott Mintzer, Dawn S. Eliashiv, Gary W. Mathern, Marc R. Nuwer, Michael R. Sperling, Jerome Engel Jr., John M. Stern

F1000Research, 2017

2013

ReadGoGo!: Towards real-time notification on readers' state of attention.

Mohamad A. Eid, Andres Fernandez

Proceedings of the XXIV International Symposium on Information, 2013