output
20062024
most citedSparse Online Learning via Truncated Gradient

186 citations

36 papers

cs.DB2024★ 37 cited

A Critique of Snapshot Isolation

Daniel Gómez Ferro, Maysam Yabandeh

The support for transactions is an essential part of a database management system (DBMS). Without this support, the developers are burdened with ensuring atomic execution of a tran…

cs.LG2018★ 1 cited

Interpreting Complex Regression Models

Noa Avigdor-Elgrabli, Alex Libov, Michael Viderman +1

Interpretation of a machine learning induced models is critical for feature engineering, debugging, and, arguably, compliance. Yet, best of breed machine learning models tend to be…

stat.ML2017★ 31 cited

Deep Character-Level Click-Through Rate Prediction for Sponsored Search

Bora Edizel, Amin Mantrach, Xiao Bai

Predicting the click-through rate of an advertisement is a critical component of online advertising platforms. In sponsored search, the click-through rate estimates the probability…

cs.HC2016★ 1 cited

Sentiment Visualisation Widgets for Exploratory Search

Eduardo Graells-Garrido, Mounia Lalmas, Ricardo Baeza-Yates

This paper proposes the usage of \emph{visualisation widgets} for exploratory search with \emph{sentiment} as a facet. Starting from specific design goals for depiction of ambivale…

cs.SI2015★ 3 cited

Privacy Concerns vs. User Behavior in Community Question Answering

Imrul Kayes, Nicolas Kourtellis, Francesco Bonchi +1

Community-based question answering (CQA) platforms are crowd-sourced services for sharing user expertise on various topics, from mechanical repairs to parenting. While they natural…

cs.SI2015★ 7 cited

Cultures in Community Question Answering

Imrul Kayes, Nicolas Kourtellis, Daniele Quercia +2

CQA services are collaborative platforms where users ask and answer questions. We investigate the influence of national culture on people's online questioning and answering behavio…