Álvaro Tejero-Cantero

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Bayesian Inference

Structured Domains

Metropolis Hastings Algorithm

Top Venues

Frontiers Neuroinformatics

Publications

Vladimir Starostin, Maximilian Dax, Alexander Gerlach, Alexander Hinderhofer, Álvaro Tejero-Cantero, Frank Schreiber
Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation. CoRR (2024)
Hanqi Zhou, Robert Bamler, Charley M. Wu, Álvaro Tejero-Cantero
Predictive, scalable and interpretable knowledge tracing on structured domains. ICLR (2024)
Timo Freiesleben, Gunnar König, Christoph Molnar, Álvaro Tejero-Cantero
Scientific Inference with Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena. Minds Mach. 34 (3) (2024)
Hanqi Zhou, Robert Bamler, Charley M. Wu, Álvaro Tejero-Cantero
Predictive, scalable and interpretable knowledge tracing on structured domains. CoRR (2024)
Seth D. Axen, Alexandra Gessner, Christian Sommer, Nils Weitzel, Álvaro Tejero-Cantero
Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes. CoRR (2022)
Timo Freiesleben, Gunnar König, Christoph Molnar, Álvaro Tejero-Cantero
Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena. CoRR (2022)
Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
GATSBI: Generative Adversarial Training for Simulation-Based Inference. CoRR (2022)
Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
GATSBI: Generative Adversarial Training for Simulation-Based Inference. ICLR (2022)
Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
sbi: A toolkit for simulation-based inference. J. Open Source Softw. 5 (52) (2020)
Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke
SBI - A toolkit for simulation-based inference. CoRR (2020)
Diego Vidaurre, Andrew J. Quinn, Adam P. Baker, David Dupret, Álvaro Tejero-Cantero, Mark W. Woolrich
Spectrally resolved fast transient brain states in electrophysiological data. NeuroImage 126 (2016)
Philipp L. Rautenberg, Ajayrama Kumaraswamy, Álvaro Tejero-Cantero, Christoph Doblander, Mohammad Norouzian, Kazuki Kai, Hans-Arno Jacobsen, Hiroyuki Ai, Thomas Wachtler, Hidetoshi Ikeno
NeuronDepot: keeping your colleagues in sync by combining modern cloud storage services, the local file system, and simple web applications. Frontiers Neuroinformatics 8 (2014)
Axel Kammerer, Álvaro Tejero-Cantero, Christian Leibold
Inhibition enhances memory capacity: optimal feedback, transient replay and oscillations. J. Comput. Neurosci. 34 (1) (2013)