29 citations · 29 across the 6 of their papers we have counts for
5 papers · 1 filter
Supporting Medicinal Chemists in Iterative Hypothesis Generation for Drug Target Identification
Youngseung Jeon, Christopher Hwang, Ziwen Li +6
While drug discovery is vital for human health, the process remains inefficient. Medicinal chemists must navigate a vast protein space to identify target proteins that meet three c…
PriorWeaver: Prior Elicitation via Iterative Dataset Construction
Yuwei Xiao, Shuai Ma, Antti Oulasvirta +1
In Bayesian analysis, prior elicitation, or the process of facilitating the expression of one's beliefs to inform statistical modeling, is an essential yet challenging step. Analys…
PLanet: Formalizing and Analyzing Assignment Procedures in the Design of Experiments
London Bielicke, Anna Zhang, Shruti Tyagi +3
Experimental designs reflect assumptions about variable relationships that determine what causal queries researchers can answer through the experiment. Accounting for and communica…
Flowco: Rethinking Data Analysis in the Age of LLMs
Stephen N. Freund, Brooke Simon, Emery D. Berger +1
Conducting data analysis typically involves authoring code to transform, visualize, analyze, and interpret data. Large language models (LLMs) are now capable of generating such cod…
Beyond Code Generation: LLM-supported Exploration of the Program Design Space
J. D. Zamfirescu-Pereira, Eunice Jun, Michael Terry +2
In this work, we explore explicit Large Language Model (LLM)-powered support for the iterative design of computer programs. Program design, like other design activity, is character…