Andres Fernandez

14 papers A 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods.
CoRR
Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig
2025 J jnl
Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods.
Trans. Mach. Learn. Res.
Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig
2025 J jnl
Efficient Neural and Numerical Methods for High-Quality Online Speech Spectrogram Inversion via Gradient Theorem.
CoRR
Andres Fernandez, Juan Azcarreta, Cagdas Bilen, Jesus Monge-Alvarez
2025 A conf
Efficient Neural and Numerical Methods for High-QualityOnline Speech Spectrogram Inversion via Gradient Theorem.
INTERSPEECH
Andres Fernandez, Juan Azcarreta Ortiz, Çagdas Bilen, Jesus Monge-Alvarez
2025 J jnl
Position: Curvature Matrices Should Be Democratized via Linear Operators.
CoRR
Felix Dangel, Runa Eschenhagen, Weronika Ormaniec, Andres Fernandez, Lukas Tatzel, Agustinus Kristiadi
2025 J jnl
Sketching Low-Rank Plus Diagonal Matrices.
CoRR
Andres Fernandez, Felix Dangel, Philipp Hennig, Frank Schneider
2024 — conf
Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records.
ClinicalNLP@NAACL
Vishakha Sharma, Andres Fernandez, Andrei Ioanovici, David Talby, Frederik Buijs
2023 — conf
Onsets and Velocities: Affordable Real-Time Piano Transcription Using Convolutional Neural Networks.
EUSIPCO
Andres Fernandez
2023 J jnl
Onsets and Velocities: Affordable Real-Time Piano Transcription Using Convolutional Neural Networks.
CoRR
Andres Fernandez
2021 J jnl
Automatic solar cell diagnosis and treatment.
J. Intell. Manuf.
Alvaro Rodríguez, Carlos Gonzalez, Andres Fernandez, Francisco Rodriguez, Tamara Delgado, Martin Bellman
2021 — conf
Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection Under Domain-Shift Conditions.
DCASE
Andres Fernandez, Mark D. Plumbley
2021 J jnl
Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection under Domain-Shift Conditions.
CoRR
Andres Fernandez, Mark D. Plumbley
2017 J jnl
AR2, a novel automatic artifact reduction software method for ictal EEG interpretation: Validation and comparison of performance with commercially available software.
F1000Research
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
2013 — conf
ReadGoGo!: Towards real-time notification on readers' state of attention.
ICAT
Mohamad A. Eid, Andres Fernandez