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researcher

Roberto Yus

3 papers here

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DB2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedFedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation

8 citations · 8 across the 1 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 8 cited

FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation

Maksim E. Eren, Luke E. Richards, Manish Bhattarai +3

Non-negative matrix factorization (NMF) with missing-value completion is a well-known effective Collaborative Filtering (CF) method used to provide personalized user recommendation…

cs.DB2020

Sieve: A Middleware Approach to Scalable Access Control for Database Management Systems

Primal Pappachan, Roberto Yus, Sharad Mehrotra +1

Current approaches of enforcing FGAC in Database Management Systems (DBMS) do not scale in scenarios when the number of policies are in the order of thousands. This paper identifie…

cs.DB2018

PIQUE: Progressive Integrated QUery Operator with Pay-As-You-Go Enrichment

Dhrubajyoti Ghosh, Roberto Yus, Yasser Altowim +1

Big data today in the form of text, images, video, and sensor data needs to be enriched (i.e., annotated with tags) prior to be effectively queried or analyzed. Data enrichment (th…

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