Open mvono opened 2 months ago
Hi, we're a little short on time, so we're going to ask you to cut this down to 30m if that's possible to present at TPAC?
Hi Aram, yes, no problem.
Heads up your Friday timeslot is 2:45-3:15
Can we post the slides? (edit: nvm I see there is a PR https://github.com/patcg/meetings/pull/196)
Agenda+: Learning using aggregation APIs
Since 2020, Criteo team has been following closely and contributing actively on reporting and learning use-cases under browser vendors APIs, including aggregation ones. One key contribution was the AdKDD 2021 privacy-preserving challenge: https://arxiv.org/pdf/2201.13123, where approaches have been proposed to learn using aggregated reports.
We would like to provide an updated perspective on hybrid (aggregated / granular data) learning taking as inputs both granular display-level events & aggregated labels (i.e., label proportions for a fixed set of features).
Time
45min including Q&A.