213 citations · 551 across the 19 of their papers we have counts for
3 papers · 1 filter
Phase transition to chaos in complex ecosystems with non-reciprocal species-resource interactions
Emmy Blumenthal, Jason W. Rocks, Pankaj Mehta
Non-reciprocal interactions between microscopic constituents can profoundly shape the large-scale properties of complex systems. Here, we investigate the effects of non-reciprocity…
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle
Rylan Schaeffer, Mikail Khona, Zachary Robertson +5
Double descent is a surprising phenomenon in machine learning, in which as the number of model parameters grows relative to the number of data, test error drops as models grow ever…
Emergent competition shapes the ecological properties of multi-trophic ecosystems
Zhijie Feng, Robert Marsland, Jason W. Rocks +1
Ecosystems are commonly organized into trophic levels -- organisms that occupy the same level in a food chain (e.g., plants, herbivores, carnivores). A fundamental question in theo…