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David Alvarez-Melis

Harvard University

55 papers hereh-index 213.7k citations61 works total

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

author position
  • first author14
  • middle author19
  • last author21

Across the 54 of 55 papers where every author was matched, so the position is known.

fields
  • cs.LG39
  • cs.CL8
  • stat.ML4
  • cs.CV2
  • cs.AI1
  • math.ST1
affiliations
  • Harvard University
  • Microsoft Research
HomepageORCID 0000-0002-9591-8986
same name
  • David Alvarez-Melis — 16 papers, h 7

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
20152026
most citedTowards Robust Interpretability with Self-Explaining Neural Networks

414 citations · 723 across the 50 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

math.ST2015★ 2 cited

A translation of "The characteristic function of a random phenomenon" by Bruno de Finetti

David Alvarez-Melis, Tamara Broderick

This article is a translation of Bruno de Finetti's paper "Funzione Caratteristica di un fenomeno aleatorio" which appeared in Atti del Congresso Internazionale dei Matematici, Bol…

cs.CL2015★ 6 cited

Word, graph and manifold embedding from Markov processes

Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola

Continuous vector representations of words and objects appear to carry surprisingly rich semantic content. In this paper, we advance both the conceptual and theoretical understandi…

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