Jakob Drefs

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Generative Model

Expectation Maximization

Evolutionary Optimization

Top Venues

J. Mach. Learn. Res.

Publications

Jakob Drefs, Enrico Guiraud, Filippos Panagiotou, Jörg Lücke
Direct Evolutionary Optimization of Variational Autoencoders with Binary Latents. ECML/PKDD (3) (2022)
Jakob Drefs, Enrico Guiraud, Jörg Lücke
Evolutionary Variational Optimization of Generative Models. J. Mach. Learn. Res. 23 (2022)
S. Hamid Mousavi, Mareike Buhl, Enrico Guiraud, Jakob Drefs, Jörg Lücke
Inference and Learning in a Latent Variable Model for Beta Distributed Interval Data. Entropy 23 (5) (2021)
Enrico Guiraud, Jakob Drefs, Jörg Lücke
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents. CoRR (2020)
S. Hamid Mousavi, Jakob Drefs, Jörg Lücke
A Double-Dictionary Approach Learns Component Means and Variances for V1 Encoding. LOD (2) (2020)
S. Hamid Mousavi, Jakob Drefs, Florian Hirschberger, Jörg Lücke
Maximal Causes for Exponential Family Observables. CoRR (2020)
Jakob Drefs, Enrico Guiraud, Jörg Lücke
Evolutionary Variational Optimization of Generative Models. CoRR (2020)
Georgios Exarchakis, Jörg Bornschein, Abdul-Saboor Sheikh, Zhenwen Dai, Marc Henniges, Jakob Drefs, Jörg Lücke
ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions. CoRR (2019)
Abdul-Saboor Sheikh, Nicol S. Harper, Jakob Drefs, Yosef Singer, Zhenwen Dai, Richard E. Turner, Jörg Lücke
STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds. PLoS Comput. Biol. 15 (1) (2019)
Enrico Guiraud, Jakob Drefs, Jörg Lücke
Evolutionary expectation maximization. GECCO (2018)