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researcher

Stephen Mell

9 papers hereh-index 546 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author2

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.PL5
  • cs.LG2
  • cs.CL1
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedOptimal Program Synthesis via Abstract Interpretation

6 citations · 19 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.PL2023★ 2 cited

Ideograph: A Language for Expressing and Manipulating Structured Data

Stephen Mell, Osbert Bastani, Steve Zdancewic

We introduce Ideograph, a language for expressing and manipulating structured data. Its types describe kinds of structures, such as natural numbers, lists, multisets, binary trees,…

cs.LG2023

PAC Prediction Sets for Large Language Models of Code

Adam Khakhar, Stephen Mell, Osbert Bastani

Prediction sets have recently been shown to be a promising strategy for quantifying the uncertainty of deep neural networks in a way that provides theoretical guarantees. However,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.