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researcher

Themis Palpanas

39 papers hereh-index 5710.5k citations318 works total

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

author position
  • middle author18
  • last author20

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.DB17
  • cs.IR2
  • cs.GR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
autonomous agents 1data integration 1decision-theoretic methods 1entity resolution 1streaming data 1

From the 1 of 39 linked papers with an AI index.

activity
20242026
most citedDET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Approximate Nearest Neighbor Search

22 citations · 36 across the 15 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting

Romain Ilbert, Malik Tiomoko, Cosme Louart +4

In this paper, we introduce a novel theoretical framework for multi-task regression, applying random matrix theory to provide precise performance estimations, under high-dimensiona…

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