Aécio Santos

Follow

Generating author description...

All published works
Action Title Year Authors
+ PDF Chat Magneto: Combining Small and Large Language Models for Schema Matching 2024 Yurong Liu
Eduardo H. M. Pena
Aécio Santos
EX Wu
Juliana Freire
+ PDF Chat Efficiently Estimating Mutual Information Between Attributes Across Tables 2024 Aécio Santos
Flip Korn
Juliana Freire
+ PDF Chat Sampling Methods for Inner Product Sketching 2024 Majid Daliri
Juliana Freire
Christopher Musco
Aécio Santos
Haoxiang Zhang
+ PDF Chat Efficiently Estimating Mutual Information Between Attributes Across Tables 2024 Aécio Santos
Flip Korn
Juliana Freire
+ PDF Chat Simple Analysis of Priority Sampling 2024 Majid Daliri
Juliana Freire
Christopher Musco
Aécio Santos
Haoxiang Zhang
+ Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation 2023 Aline Bessa
Majid Daliri
Juliana Freire
Cameron Musco
Christopher Musco
Aécio Santos
Haoxiang Zhang
+ Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation 2023 Aline Bessa
Majid Daliri
Juliana Freire
Cameron Musco
Christopher Musco
Aécio Santos
Haoxiang Zhang
+ Simple Analysis of Priority Sampling 2023 Majid Daliri
Juliana Freire
Christopher Musco
Aécio Santos
Haoxiang Zhang
+ Sampling Methods for Inner Product Sketching 2023 Majid Daliri
Juliana Freire
Christopher Musco
Aécio Santos
Haoxiang Zhang
+ PDF Chat Correlation Sketches for Approximate Join-Correlation Queries 2021 Aécio Santos
Aline Bessa
Fernando Chirigati
Christopher Musco
Juliana Freire
+ Auctus: A Dataset Search Engine for Data Augmentation. 2021 Sonia Castelo
Rémi Rampin
Aécio Santos
Aline Bessa
Fernando Chirigati
Juliana Freire
+ Auctus: A Dataset Search Engine for Data Augmentation 2021 Sonia Castelo
Rémi Rampin
Aécio Santos
Aline Bessa
Fernando Chirigati
Juliana Freire
+ Towards Evaluating Exploratory Model Building Process with AutoML Systems. 2020 Sung-Soo Hong
Sonia Castelo
Vito D’Orazio
Christopher Bethune
Aécio Santos
Scott M. Langevin
David Jonker
Enrico Bertini
Juliana Freire
+ Towards Evaluating Exploratory Model Building Process with AutoML Systems 2020 Sung-Soo Hong
Sonia Castelo
Vito D’Orazio
Christopher Benthune
Aécio Santos
Scott M. Langevin
David Jonker
Enrico Bertini
Juliana Freire
+ Visus 2019 Aécio Santos
Sonia Castelo
Cristian Felix
Jorge Piazentin Ono
Bowen Yu
Sung-Soo Hong
Claudio Silva
Enrico Bertini
Juliana Freire
+ PDF Chat Bootstrapping Domain-Specific Content Discovery on the Web 2019 Kien Pham
Aécio Santos
Juliana Freire
+ PDF Chat A Topic-Agnostic Approach for Identifying Fake News Pages 2019 Sonia Castelo
Thais G. Almeida
Anas Elghafari
Aécio Santos
Kien Pham
Eduardo F. Nakamura
Juliana Freire
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity Search 2019 Yang Yang
Ying Zhang
Wenjie Zhang
Zengfeng Huang
3
+ PDF Chat Estimating mutual information 2004 Alexander Kraskov
Harald Stögbauer
Peter Grassberger
2
+ The Space Complexity of Approximating the Frequency Moments 1999 Noga Alon
Yossi Matias
Márió Szegedy
2
+ PDF Chat A Quantized Johnson–Lindenstrauss Lemma: The Finding of Buffon’s Needle 2015 Laurent Jacques
2
+ Visus 2019 Aécio Santos
Sonia Castelo
Cristian Felix
Jorge Piazentin Ono
Bowen Yu
Sung-Soo Hong
Claudio Silva
Enrico Bertini
Juliana Freire
2
+ An Introduction to the Bootstrap 1994 Bradley Efron
Robert Tibshirani
1
+ Inferences on Correlation Coefficients in Some Classes of Nonnormal Distributions 2000 Ke‐Hai Yuan
Peter M. Bentler
1
+ Robust estimation and outlier detection with correlation coefficients 1975 Susan J. Devlin
R. Gnanadesikan
J. R. Kettenring
1
+ Sample size requirements for estimating pearson, kendall and spearman correlations 2000 Douglas G. Bonett
Thomas A. Wright
1
+ Towards estimation error guarantees for distinct values 2000 Moses Charikar
Surajit Chaudhuri
Rajeev Motwani
Vivek Narasayya
1
+ PDF Chat Mutual Information between Discrete and Continuous Data Sets 2014 Brian C. Ross
1
+ A Monte Carlo Investigation of the Fisher Z Transformation for Normal and Nonnormal Distributions 2000 Kenneth J. Berry
Paul W. Mielke
1
+ An elementary proof of a theorem of Johnson and Lindenstrauss 2002 Sanjoy Dasgupta
Anupam Gupta
1
+ Scikit-learn: Machine Learning in Python 2012 Fabián Pedregosa
Gaël Varoquaux
Alexandre Gramfort
Vincent Michel
Bertrand Thirion
Olivier Grisel
Mathieu Blondel
Peter Prettenhofer
Ron J. Weiss
Vincent Dubourg
1
+ Testing the significance of a correlation with nonnormal data: Comparison of Pearson, Spearman, transformation, and resampling approaches. 2012 Anthony J. Bishara
James B. Hittner
1
+ The unicorn, the normal curve, and other improbable creatures. 1989 Theodore Micceri
1
+ PDF Chat Distribution of mutual information from complete and incomplete data 2004 Marcus Hütter
Marco Zaffalon
1
+ Thirteen Ways to Look at the Correlation Coefficient 1988 Joseph Lee Rodgers
W. Alan Nicewander
1
+ PDF Chat Random sampling with a reservoir 1985 Jeffrey Scott Vitter
1
+ Efficient Estimation of Mutual Information for Strongly Dependent Variables 2014 Shuyang Gao
Greg Ver Steeg
Aram Galstyan
1
+ On Model Selection Consistency of Lasso 2006 Peng Zhao
Bin Yu
1
+ On causality and mutual information 2008 Victor Solo
1
+ The Effect of Skewness and Kurtosis on Mean and Covariance Structure Analysis 2005 Ke‐Hai Yuan
Peter M. Bentler
Wei Zhang
1
+ PDF Chat Confidence intervals for correlations when data are not normal 2016 Anthony J. Bishara
James B. Hittner
1
+ PDF Chat Hoaxy 2016 Chengcheng Shao
Giovanni Luca Ciampaglia
Alessandro Flammini
Filippo Menczer
1
+ LSH Ensemble: Internet-Scale Domain Search 2016 Erkang Zhu
Fatemeh Nargesian
Ken Q. Pu
Renée J. Miller
1
+ PDF Chat Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science 2016 Randal S. Olson
Nathan Bartley
Ryan J. Urbanowicz
Jason H. Moore
1
+ PDF Chat Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data. 2016 Joost de Winter
Samuel D. Gosling
Jeff Potter
1
+ PDF Chat A Minimal Variance Estimator for the Cardinality of Big Data Set Intersection 2017 Reuven Cohen
Liran Katzir
Aviv Yehezkel
1
+ Equality of Opportunity in Supervised Learning 2016 Moritz Hardt
Eric Price
Nathan Srebro
1
+ PDF Chat Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment 2017 Muhammad Bilal Zafar
Isabel Valera
Manuel Gomez-Rodriguez
Krishna P. Gummadi
1
+ Towards A Rigorous Science of Interpretable Machine Learning 2017 Finale Doshi‐Velez
Been Kim
1
+ PDF Chat This Just In: Fake News Packs A Lot In Title, Uses Simpler, Repetitive Content in Text Body, More Similar To Satire Than Real News 2017 Benjamin D. Horne
Sibel Adalı
1
+ Estimating Mutual Information for Discrete-Continuous Mixtures 2017 Weihao Gao
Sreeram Kannan
Sewoong Oh
Pramod Viswanath
1
+ Asymptotic confidence intervals for the Pearson correlation via skewness and kurtosis 2017 Anthony J. Bishara
Jiexiang Li
Thomas Nash
1
+ Practical Hash Functions for Similarity Estimation and Dimensionality Reduction 2017 Søren Dahlgaard
Mathias Bæk Tejs Knudsen
Mikkel Thorup
1
+ Exploiting Tri-Relationship for Fake News Detection. 2017 Kai Shu
Suhang Wang
Huan Liu
1
+ PDF Chat Word Mover’s Embedding: From Word2Vec to Document Embedding 2018 Lingfei Wu
Ian En-Hsu Yen
Kun Xu
Fangli Xu
Avinash Balakrishnan
Pin‐Yu Chen
Pradeep Ravikumar
Michael Witbrock
1
+ PDF Chat Ad Hoc Table Retrieval using Semantic Similarity 2018 Shuo Zhang
Krisztian Balog
1
+ PDF Chat The science of fake news 2018 David Lazer
Matthew A. Baum
Yochai Roberts Benkler
Adam J. Berinsky
Kelly M. Greenhill
Filippo Menczer
Miriam J. Metzger
Brendan Nyhan
Gordon Pennycook
David Rothschild
1
+ Statistics in Biology: Statistical Methods for Research in the Natural Sciences. 1968 R. M. Cormack
C. I. Bliss
1
+ PDF Chat RuleMatrix: Visualizing and Understanding Classifiers with Rules 2018 Ming Yao
Huamin Qu
Enrico Bertini
1
+ Learned Cardinalities: Estimating Correlated Joins with Deep Learning 2018 Andreas Kipf
Thomas Kipf
Bernhard Radke
Viktor Leis
Peter Boncz
Alfons Kemper
1
+ Visual Analytics for Automated Model Discovery. 2018 Dylan Cashman
Shah Rukh Humayoun
Florian Heimerl
Kendall Park
Subhajit Das
J. Thompson
Bahador Saket
Ab Mosca
John Stasko
Alex Endert
1
+ PDF Chat Democratizing Data Science through Interactive Curation of ML Pipelines 2019 Zeyuan Shang
Emanuel Zgraggen
Benedetto Buratti
Ferdinand Kossmann
Philipp Eichmann
Yeounoh Chung
Carsten Binnig
Eli Upfal
Tim Kraska
1
+ A Stylometric Inquiry into Hyperpartisan and Fake News 2017 Martin Potthast
Johannes Kiesel
Kevin Reinartz
Janek Bevendorff
Benno Stein
1
+ Word Mover's Embedding: From Word2Vec to Document Embedding 2018 Lingfei Wu
Ian En-Hsu Yen
Kun Xu
Fangli Xu
Avinash Balakrishnan
Pin‐Yu Chen
Pradeep Ravikumar
Michael Witbrock
1
+ NLTK: The Natural Language Toolkit 2002 Edward Loper
Steven Bird
1
+ PDF Chat Predicting Factuality of Reporting and Bias of News Media Sources 2018 Ramy Baly
Georgi Karadzhov
Dimitar Alexandrov
James Glass
Preslav Nakov
1
+ Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers 2018 Fred Hohman
Minsuk Kahng
Robert Pienta
Duen Horng Chau
1