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 2015Show all

3 papers · 1 filter

cs.AI2015★ 5 cited

On the Differential Privacy of Bayesian Inference

Zuhe Zhang, Benjamin Rubinstein, Christos Dimitrakakis

We study how to communicate findings of Bayesian inference to third parties, while preserving the strong guarantee of differential privacy. Our main contributions are four differen…

cs.LG2015★ 2 cited

MOOCs Meet Measurement Theory: A Topic-Modelling Approach

Jiazhen He, Benjamin I. P. Rubinstein, James Bailey +3

This paper adapts topic models to the psychometric testing of MOOC students based on their online forum postings. Measurement theory from education and psychology provides statisti…

cs.DS2015

The Bernstein Mechanism: Function Release under Differential Privacy

Francesco Aldà, Benjamin I. P. Rubinstein

We address the problem of general function release under differential privacy, by developing a functional mechanism that applies under the weak assumptions of oracle access to targ…