OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Pedro Sandoval-Segura
PhD student, University of Maryland
Joined
December 2020
Names
Pedro Sandoval-Segura
(Preferred)
,
Pedro Sandoval Segura
Emails
****@cs.umd.edu
(Confirmed)
,
****@umd.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
University of Maryland
(umd.edu)
2021
–
Present
Intern
Apple
(apple.com)
2023
–
2023
MS student
University of Maryland
(umd.edu)
2019
–
2021
Undergrad student
Harvey Mudd College
(hmc.edu)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Tom Goldstein
2022
–
Present
PhD Advisor
David W. Jacobs
2020
–
Present
Expertise
computer vision
2020
–
Present
deep learning
2020
–
Present
adversarial examples
2020
–
Present
data poisoning
2020
–
Present
Publications
Identifying and Evaluating Inactive Heads in Pretrained LLMs
Pedro Sandoval-Segura
,
Xijun Wang
,
Ashwinee Panda
,
Micah Goldblum
,
Ronen Basri
,
Tom Goldstein
,
David Jacobs
ICLR 2026 Poster
Readers:
Everyone
Data Brittleness Estimation with Self-Supervised Features
Vasu Singla
,
Pedro Sandoval-Segura
,
Micah Goldblum
,
Jonas Geiping
,
Tom Goldstein
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
IndianRoad: A Video Dataset of Diverse Atomic Visual Elements in Dense and Unpredictable Environments
Xijun Wang
,
Pedro Sandoval-Segura
,
Tianrui Guan
,
Ruiqi Xian
,
Fuxiao Liu
,
Rohan Chandra
,
Boqing Gong
,
Dinesh Manocha
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Learning From Convolution-based Unlearnable Datasets
Dohyun Kim
,
Pedro Sandoval-Segura
AdvML-Frontiers 2024
Readers:
Everyone
A Simple and Efficient Baseline for Data Attribution on Images
Vasu Singla
,
Pedro Sandoval-Segura
,
Micah Goldblum
,
Jonas Geiping
,
Tom Goldstein
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
What Can We Learn from Unlearnable Datasets?
Pedro Sandoval-Segura
,
Vasu Singla
,
Jonas Geiping
,
Micah Goldblum
,
Tom Goldstein
NeurIPS 2023 poster
Readers:
Everyone
Autoregressive Perturbations for Data Poisoning
Pedro Sandoval-Segura
,
Vasu Singla
,
Jonas Geiping
,
Micah Goldblum
,
Tom Goldstein
,
David W. Jacobs
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
An Information-Theoretic Perspective on Overfitting and Underfitting
Daniel Bashir
,
George D. Montañez
,
Sonia Sehra
,
Pedro Sandoval Segura
,
Julius Lauw
2020 (modified: 01 Oct 2021)
Australasian Conference on Artificial Intelligence 2020
Readers:
Everyone
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity
Pedro Sandoval Segura
,
Julius Lauw
,
Daniel Bashir
,
Kinjal Shah
,
Sonia Sehra
,
Dominique Macias
,
George D. Montañez
2020 (modified: 01 Oct 2021)
ICAART (2) 2020
Readers:
Everyone
Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector
Mehdi Drissi
,
Pedro Sandoval Segura
,
Vivaswat Ojha
,
Julie Medero
2019 (modified: 01 Oct 2021)
SemEval@NAACL-HLT 2019
Readers:
Everyone
View all 11 publications
Co-Authors
Aditya Khant
Ashwinee Panda
Boqing Gong
Daniel Bashir
David Jacobs
David W. Jacobs
Dinesh Manocha
Dohyun Kim
Dominique Macias
Eric Weiner
Fuxiao Liu
George D. Montañez
Jonas Geiping
Julie Medero
Julius Lauw
Kinjal Shah
Mehdi Drissi
Micah Goldblum
Olivia Watkins
Rakia Segev
Robert Keller
Rohan Chandra
Ronen Basri
Ruiqi Xian
Sonia Sehra
View all 30 co-authors