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Timothée Mathieu

10 papers hereh-index 565 citations15 works total

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

author position
  • sole author2
  • first author1
  • middle author3
  • last author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.ST4
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedConcentration study of M-estimators using the influence function

17 citations · 26 across the 8 of their papers we have counts for

collaborators
Showing math.STShow all

4 papers · 1 filter

math.ST2026

Optimal Posterior E-values with Non-Convex Parameter Sets with Applications to Voting Systems

Adrienne Tuynman, Timothée Mathieu

We are interested in conducting political polls sequentially, so that one can stop acquiring data as soon as possible while safely yielding statistically significant results. Build…

math.ST2025

Visual tests using several safe confidence intervals

Timothée Mathieu

We propose a new statistical hypothesis testing framework which decides visually, using confidence intervals, whether the means of two samples are equal or if one is larger than th…

math.ST2024

Information Lower Bounds for Robust Mean Estimation

Rémy Degenne, Timothée Mathieu

We prove lower bounds on the error of any estimator for the mean of a real probability distribution under the knowledge that the distribution belongs to a given set. We apply these…

math.ST2021★ 17 cited

Concentration study of M-estimators using the influence function

Timothée Mathieu

We present a new finite-sample analysis of M-estimators of locations in Rd using the tool of the influence function. In particular, we show that the deviations of an M-…

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