Search Results for author: Anastasiya Belyaeva

Found 4 papers, 2 papers with code

Multimodal LLMs for health grounded in individual-specific data

no code implementations18 Jul 2023 Anastasiya Belyaeva, Justin Cosentino, Farhad Hormozdiari, Krish Eswaran, Shravya Shetty, Greg Corrado, Andrew Carroll, Cory Y. McLean, Nicholas A. Furlotte

To effectively solve personalized health tasks, LLMs need the ability to ingest a diversity of data modalities that are relevant to an individual's health status.

Language Modelling Large Language Model +1

Identifying 3D Genome Organization in Diploid Organisms via Euclidean Distance Geometry

1 code implementation13 Jan 2021 Anastasiya Belyaeva, Kaie Kubjas, Lawrence J. Sun, Caroline Uhler

A standard approach is to transform the contact frequencies into noisy distance measurements and then apply semidefinite programming (SDP) formulations to obtain the 3D configuration.

Direct Estimation of Differences in Causal Graphs

1 code implementation NeurIPS 2018 Yuhao Wang, Chandler Squires, Anastasiya Belyaeva, Caroline Uhler

We consider the problem of estimating the differences between two causal directed acyclic graph (DAG) models given i. i. d.~samples from each model.

Methodology

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