Search Results for author: Daniel Berenberg

Found 3 papers, 0 papers with code

Multi-segment preserving sampling for deep manifold sampler

no code implementations9 May 2022 Daniel Berenberg, Jae Hyeon Lee, Simon Kelow, Ji Won Park, Andrew Watkins, Vladimir Gligorijević, Richard Bonneau, Stephen Ra, Kyunghyun Cho

We introduce an alternative approach to this guided sampling procedure, multi-segment preserving sampling, that enables the direct inclusion of domain-specific knowledge by designating preserved and non-preserved segments along the input sequence, thereby restricting variation to only select regions.

Language Modelling

Inferring the size of the causal universe: features and fusion of causal attribution networks

no code implementations14 Dec 2018 Daniel Berenberg, James P. Bagrow

Further, the total size of the collective causal attribution network held by humans is currently unknown, making it challenging to assess the progress of these surveys.

Neural language representations predict outcomes of scientific research

no code implementations17 May 2018 James P. Bagrow, Daniel Berenberg, Joshua Bongard

Many research fields codify their findings in standard formats, often by reporting correlations between quantities of interest.

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