researcher

Benjamin I. P. Rubinstein

School of Computing and Information Systems, University of Melbourne

66 papers hereh-index 355k citations134 works total

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

author position

first author4
middle author39
last author22

Across the 65 of 66 papers where every author was matched, so the position is known.

fields

affiliations

School of Computing and Information Systems, University of Melbourne

Homepage

same name

Benjamin I. P. Rubinstein — 6 papers, h 2
Benjamin I. P. Rubinstein — 5 papers, h 2
Benjamin I. P. Rubinstein — 5 papers, h 1
Benjamin I. P. Rubinstein — 4 papers, h 3
Benjamin I. P. Rubinstein — 2 papers, h 4
Benjamin I. P. Rubinstein — 1 paper

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

20092024

most citedLearning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning

51 citations · 348 across the 61 of their papers we have counts for

collaborators

Showing 2009 · cs.LGShow all

2 papers · 2 filters

cs.LG2009★ 51 cited

Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning

Benjamin I. P. Rubinstein, Peter L. Bartlett, Ling Huang +1

Several recent studies in privacy-preserving learning have considered the trade-off between utility or risk and the level of differential privacy guaranteed by mechanisms for stati…

cs.LG2009★ 1 cited

A Geometric Approach to Sample Compression

Benjamin I. P. Rubinstein, J. Hyam Rubinstein

The Sample Compression Conjecture of Littlestone & Warmuth has remained unsolved for over two decades. This paper presents a systematic geometric investigation of the compression o…