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Daniel B. Neill
Full Professor, New York University
Joined
May 2021
Names
Daniel B. Neill
(Preferred)
,
Daniel Bertrand Neill
Emails
****@cs.cmu.edu
(Confirmed)
,
****@nyu.edu
(Confirmed)
,
****@nyu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Full Professor
New York University
(nyu.edu)
2024
–
Present
Associate Professor
New York University
(nyu.edu)
2018
–
2024
Associate Professor
Carnegie Mellon University
(cmu.edu)
2012
–
2018
Assistant Professor
Carnegie Mellon University
(cmu.edu)
2006
–
2012
Advisors, Relations & Conflicts
PhD Advisor
Andrew Moore
Present
PhD Advisee
Edward McFowland III
Present
Postdoc Advisee
Feng Chen
Present
PhD Advisee
Sriram Somanchi
Present
PhD Advisee
Seth Flaxman
Present
PhD Advisee
Skyler Speakman
Present
PhD Advisee
Zhe Zhang
Present
Expertise
machine learning
,
event and pattern detection
,
scan statistics
Present
algorithmic fairness
,
bias
Present
public health
,
population health
,
disease surveillance
Present
machine learning for social good
Present
machine learning for healthcare
Present
causal inference
Present
Publications
Auditing Predictive Models for Intersectional Biases
Kate Boxer
,
Edward McFowland III
,
Daniel B. Neill
Accepted by TMLR
Readers:
Everyone
Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set
Gordon Dai
,
Pavan Ravishankar
,
Rachel Yuan
,
Emily Black
,
Daniel B. Neill
MURE Workshop Oral
Readers:
Everyone
Auditing Predictive Models for Intersectional Biases
Kate Boxer
,
Edward McFowland III
,
Daniel B. Neill
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Support vector subset scan for spatial pattern detection
Dylan J. Fitzpatrick
,
Yun Ni
,
Daniel B. Neill
2021 (modified: 02 Feb 2022)
Comput. Stat. Data Anal. 2021
Readers:
Everyone
SXL: Spatially explicit learning of geographic processes with auxiliary tasks
Konstantin Klemmer
,
Daniel B. Neill
2020 (modified: 09 Jun 2023)
CoRR 2020
Readers:
Everyone
Policing Chronic and Temporary Hot Spots of Violent Crime: A Controlled Field Experiment
Dylan J. Fitzpatrick
,
Wilpen L. Gorr
,
Daniel B. Neill
2020 (modified: 03 Nov 2022)
CoRR 2020
Readers:
Everyone
Guest Editorial: Special Issue on Analytics for Local Events and News
Amr Magdy
,
Xun Zhou
,
Daniel B. Neill
2020 (modified: 25 May 2021)
GeoInformatica 2020
Readers:
Everyone
Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility Patterns
Roberto C. S. N. P. Souza
,
Renato M. Assunção
,
Daniel B. Neill
,
Wagner Meira Jr.
2019 (modified: 01 Feb 2026)
SIGSPATIAL/GIS 2019
Readers:
Everyone
Automated Local Regression Discontinuity Design Discovery
William Herlands
,
Edward McFowland III
,
Andrew Gordon Wilson
,
Daniel B. Neill
2018 (modified: 16 Jul 2019)
KDD 2018
Readers:
Everyone
Machine Learning for the Developing World.
Maria De-Arteaga
,
William Herlands
,
Daniel B. Neill
,
Artur Dubrawski
2018 (modified: 09 Nov 2022)
ACM Trans. Management Inf. Syst.2018
Readers:
Everyone
View all 45 publications
Co-Authors
Abhinav Maurya
Alexander J. Smola
Amr Magdy
Andrew Gordon Wilson
Andrew W. Moore
Anna Michalska
Artur Dubrawski
Chris Dyer
Christopher A. Harle
Daniel Gartner
Dylan J. Fitzpatrick
Edward McFowland
Edward McFowland III
Emily Black
Eric P. Xing
Feng Chen
Francisco Pereira
George T. Duncan
Gordon Dai
Gregory F. Cooper
Hannes Nickisch
Jeff G. Schneider
Kan Shao
Kate Boxer
Kaustav Das
View all 56 co-authors