56 citations · 243 across the 35 of their papers we have counts for
5 papers · 1 filter
Deeply-Learned Generalized Linear Models with Missing Data
David K Lim, Naim U Rashid, Junier B Oliva +1
Deep Learning (DL) methods have dramatically increased in popularity in recent years, with significant growth in their application to supervised learning problems in the biomedical…
Distribution-based Sketching of Single-Cell Samples
Vishal Athreya Baskaran, Jolene Ranek, Siyuan Shan +2
Modern high-throughput single-cell immune profiling technologies, such as flow and mass cytometry and single-cell RNA sequencing can readily measure the expression of a large numbe…
Learning to Retrieve Videos by Asking Questions
Avinash Madasu, Junier Oliva, Gedas Bertasius
The majority of traditional text-to-video retrieval systems operate in static environments, i.e., there is no interaction between the user and the agent beyond the initial textual…
Posterior Matching for Arbitrary Conditioning
Ryan R. Strauss, Junier B. Oliva
Arbitrary conditioning is an important problem in unsupervised learning, where we seek to model the conditional densities that underly some data…
Transparent Single-Cell Set Classification with Kernel Mean Embeddings
Siyuan Shan, Vishal Baskaran, Haidong Yi +3
Modern single-cell flow and mass cytometry technologies measure the expression of several proteins of the individual cells within a blood or tissue sample. Each profiled biological…