Juliana Freire

Juliana Freire

New York University

H-index: 66

North America-United States

About Juliana Freire

Juliana Freire, With an exceptional h-index of 66 and a recent h-index of 38 (since 2020), a distinguished researcher at New York University, specializes in the field of data management, visualization, provenance, reproducibility, big data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficiently Estimating Mutual Information Between Attributes Across Tables

Simple Analysis of Priority Sampling

eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems

Spatial queries

Correction to: BugDoc Iterative debugging and explanation of pipeline executions

Sampling Methods for Inner Product Sketching

BugDoc: Iterative debugging and explanation of pipeline

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report

Juliana Freire Information

University

Position

___

Citations(all)

18961

Citations(since 2020)

6083

Cited By

15335

hIndex(all)

66

hIndex(since 2020)

38

i10Index(all)

194

i10Index(since 2020)

108

Email

University Profile Page

New York University

Google Scholar

View Google Scholar Profile

Juliana Freire Skills & Research Interests

data management

visualization

provenance

reproducibility

big data

Top articles of Juliana Freire

Title

Journal

Author(s)

Publication Date

Efficiently Estimating Mutual Information Between Attributes Across Tables

arXiv preprint arXiv:2403.15553

Aécio Santos

Flip Korn

Juliana Freire

2024/3/22

Simple Analysis of Priority Sampling

Majid Daliri

Juliana Freire

Christopher Musco

Aécio Santos

Haoxiang Zhang

2024

eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems

arXiv preprint arXiv:2304.08597

Haoxiang Zhang

Juliana Freire

Yash Garg

2023/4/17

Spatial queries

HweeHwa Pang

Kian-Lee Tan

2012

Correction to: BugDoc Iterative debugging and explanation of pipeline executions

The VLDB Journal

Raoni Lourenço

Juliana Freire

Eric Simon

Gabriel Weber

Dennis Shasha

2023/3

Sampling Methods for Inner Product Sketching

arXiv preprint arXiv:2309.16157

Majid Daliri

Juliana Freire

Christopher Musco

Aécio Santos

Haoxiang Zhang

2023/9/28

BugDoc: Iterative debugging and explanation of pipeline

The VLDB Journal

Raoni Lourenço

Juliana Freire

Eric Simon

Gabriel Weber

Dennis Shasha

2023/1

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report

ACM SIGMOD Record

Sihem Amer-Yahia

Divyakant Agrawal

Yael Amsterdamer

Sourav S Bhowmick

Angela Bonifati

...

2023/8/10

Using Pipeline Performance Prediction to Accelerate AutoML Systems

Haoxiang Zhang

Roque López

Aécio Santos

Jorge Piazentin Ono

Aline Bessa

...

2023/6/18

AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks

Roque Lopez

Raoni Lourenco

Remi Rampin

Sonia Castelo

Aécio SR Santos

...

2023/12/2

Weighted minwise hashing beats linear sketching for inner product estimation

Aline Bessa

Majid Daliri

Juliana Freire

Cameron Musco

Christopher Musco

...

2023/6/18

ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models

arXiv preprint arXiv:2310.18208

Benjamin Feuer

Yurong Liu

Chinmay Hegde

Juliana Freire

2023/10/27

The Seattle report on database research

Communications of the ACM

Daniel Abadi

Anastasia Ailamaki

David Andersen

Peter Bailis

Magdalena Balazinska

...

2022/7/21

Understanding how people consume low quality and extreme news using web traffic data

arXiv preprint arXiv:2201.04226

Zhouhan Chen

Haohan Chen

Juliana Freire

Jonathan Nagler

Joshua A Tucker

2022/1/11

Dataprism: Exposing disconnect between data and systems

Sainyam Galhotra

Anna Fariha

Raoni Lourenço

Juliana Freire

Alexandra Meliou

...

2022/6/10

48th International conference on Very Large Data Bases: proceedings

Proceedings of the VLDB Endowment (PVLDB)

F Özcan

J Freire

X Lin

A Kumar

A Abouzied

...

2022

Spade: Gpu-powered spatial database engine for commodity hardware

Harish Doraiswamy

Juliana Freire

2022/5/9

VLDB Endowment

Xin Luna Dong

Felix Naumann

Alon Halevy

Anastasia Ailamaki

Angela Bonifati

...

2021

The Right Tool for the Job: Data-Centric Workflows in Vizier

Bulletin of the Technical Committee on Data Engineering

Oliver Kennedy

Boris Glavic

2022/9

A sketch-based index for correlated dataset search

Aécio Santos

Aline Bessa

Christopher Musco

Juliana Freire

2022/5/9

See List of Professors in Juliana Freire University(New York University)

Co-Authors

H-index: 75
Claudio T. Silva

Claudio T. Silva

New York University

H-index: 53
Luc Moreau

Luc Moreau

King's College London

H-index: 44
David Scott Warren

David Scott Warren

Stony Brook University

H-index: 36
Konstantinos Sagonas

Konstantinos Sagonas

Uppsala Universitet

H-index: 32
Leonardo Gresta Paulino Murta

Leonardo Gresta Paulino Murta

Universidade Federal Fluminense

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