15 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Meta-autoencoders: An approach to discovery and representation of relationships between dynamically evolving classes
Assaf Marron, Smadar Szekely, Irun Cohen +1
An autoencoder (AE) is a neural network that, using self-supervised training, learns a succinct parameterized representation, and a corresponding encoding and decoding process, for…
q-bio.PE2023★ 4 cited
Natural Averaging May Complement Known Biological Constraints in Bi-parental Reproduction's Advantages Over Mono-parental in Conserving Species Quantitative Traits
Assaf Marron, Smadar Szekely, Irun R. Cohen +1
Commonly recognized evolutionarily relevant effects of sexual reproduction include increased diversity, accelerated adaptation, and constrained accumulation of deleterious mutation…
cs.NE2022★ 15 cited
Evolution is Driven by Natural Autoencoding: Reframing Species, Interaction Codes, Cooperation, and Sexual Reproduction
Irun R. Cohen, Assaf Marron
The continuity of life and its evolution, we proposed, emerge from an interactive group process manifested in networks of interaction. We term this process \textit{survival-of-the-…