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J. Hellerstein

13 papers hereh-index 134.5k citations55 works total

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

author position
  • sole author1
  • first author1
  • middle author5
  • last author5

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.PL4
  • cs.DB3
  • cs.DC3
  • cs.HC2
  • cs.SE1
same name
  • J. Hellerstein — 3 papers, h 42

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most cited"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning

23 citations · 26 across the 13 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.PL2025★ 1 cited

Towards Relational Contextual Equality Saturation

Tyler Hou, Shadaj Laddad, Joseph M. Hellerstein

Equality saturation is a powerful technique for program optimization. Contextual equality saturation extends this to support rewrite rules that are conditioned on where a term appe…

cs.HC2025

Steering Semantic Data Processing With DocWrangler

Shreya Shankar, Bhavya Chopra, Mawil Hasan +5

Unstructured text has long been difficult to automatically analyze at scale. Large language models (LLMs) now offer a way forward by enabling {\em semantic data processing}, where…

cs.DB2025

The Free Termination Property of Queries Over Time

Conor Power, Paraschos Koutris, Joseph M Hellerstein

Building on prior work on distributed databases and the CALM Theorem, we define and study the question of free termination: in the absence of distributed coordination, what query p…

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