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researcher

Daniel Berenberg

6 papers hereh-index 111.8k citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.HC1
  • cs.SI1
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedOpenProteinSet: Training data for structural biology at scale

15 citations · 18 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Architecture Generalization with MetaNCA

Meet Barot, Daniel Berenberg, Sina Khajehabdollahi

Self-organization is an emergent property of life, driven by the collective behavior of individual components acting on local information. Biological neurons, through local interac…

cs.LG2022★ 3 cited

Multi-segment preserving sampling for deep manifold sampler

Daniel Berenberg, Jae Hyeon Lee, Simon Kelow +6

Deep generative modeling for biological sequences presents a unique challenge in reconciling the bias-variance trade-off between explicit biological insight and model flexibility.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.