Search Results for author: Ria Das

Found 3 papers, 1 papers with code

AutumnSynth: Synthesis of Reactive Programs with Structured Latent State

no code implementations • NeurIPS Workshop AIPLANS 2021 • Ria Das, Joshua B. Tenenbaum, Armando Solar-Lezama, Zenna Tavares

The human ability to efficiently discover causal theories of their environments from observations is a feat of nature that remains elusive in machines.

Program Synthesis

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Machine learning modeling of family wide enzyme-substrate specificity screens

1 code implementation • 8 Sep 2021 • Samuel Goldman, Ria Das, Kevin K. Yang, Connor W. Coley

However, the adoption of biocatalysis is limited by our ability to select enzymes that will catalyze their natural chemical transformation on non-natural substrates.

BIG-bench Machine Learning Drug Discovery +1

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Causal Inductive Synthesis Corpus

no code implementations • NeurIPS Workshop CAP 2020 • Zenna Tavares, Ria Das, Elizabeth Weeks, Kate Lin, Joshua B. Tenenbaum, Armando Solar-Lezama

We introduce the Causal Inductive Synthesis Corpus (CISC) -- a manually constructed collection of interactive domains.

Model Discovery

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