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researcher

M. Pontil

98 papers hereh-index 7228.1k citations276 works total

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

author position
  • first author1
  • middle author46
  • last author49

Across the 96 of 98 papers where every author was matched, so the position is known.

fields
  • cs.LG41
  • stat.ML38
  • math.OC5
  • math.ST5
  • cs.RO2
  • quant-ph2

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedA tale of many cities: universal patterns in human urban mobility

639 citations · 2.9k across the 94 of their papers we have counts for

collaborators
Showing 2022 · math.STShow all

1 paper · 2 filters

math.ST2022★ 4 cited

A gradient estimator via L1-randomization for online zero-order optimization with two point feedback

Arya Akhavan, Evgenii Chzhen, Massimiliano Pontil +1

This work studies online zero-order optimization of convex and Lipschitz functions. We present a novel gradient estimator based on two function evaluations and randomization on the…

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