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Immanuel Trummer

20 papers hereh-index 221.6k citations102 works total

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

author position
  • sole author3
  • first author3
  • middle author6
  • last author7

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.DB17
  • cs.LG2
  • cs.CL1
same name
  • Immanuel Trummer — 2 papers

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
20162026
most citedSkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning

70 citations · 110 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.DB2021

UDO: Universal Database Optimization using Reinforcement Learning

Junxiong Wang, Immanuel Trummer, Debabrota Basu

UDO is a versatile tool for offline tuning of database systems for specific workloads. UDO can consider a variety of tuning choices, reaching from picking transaction code variants…

cs.DB2021

Optimally Summarizing Data by Small Fact Sets for Concise Answers to Voice Queries

Immanuel Trummer, Connor Anderson

Our goal is to find combinations of facts that optimally summarize data sets. We consider this problem in the context of voice query interfaces for simple, exploratory data analysi…

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