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Mariah L Schrum
Researcher, Toyota Research Institute
Joined
September 2020
Names
Mariah L Schrum
(Preferred)
,Â
Mariah Schrum
Emails
****@gatech.edu
(Confirmed)
,Â
****@tri.global
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Researcher
Toyota Research Institute
(tri.global)
2024
–
Present
Postdoc
University of California, Berkeley
(berkeley.edu)
2023
–
2024
PhD student
Georgia Institute of Technology
(gatech.edu)
2018
–
2023
Undergrad student
Johns Hopkins University
(jhu.edu)
2014
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Matthew Gombolay
2018
–
Present
Expertise
Meta-learning
Present
Active Learning
Present
Publications
Disentangled Skill Representations for Predictive Human Modeling
Mariah L Schrum
,
Srijan Srivatsa
,
Deepak Edakkattil Gopinath
,
Guy Rosman
,
Tiffany L. Chen
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Context Steering: Controllable Personalization at Inference Time
Jerry Zhi-Yang He
,
Sashrika Pandey
,
Mariah L Schrum
,
Anca Dragan
ICLR 2025 Poster
Readers:
Everyone
CoS: Enhancing Personalization with Context Steering
Sashrika Pandey
,
Jerry Zhi-Yang He
,
Mariah L Schrum
,
Anca Dragan
SoLaR Poster
Readers:
Everyone
CoS: Enhancing Personalization with Context Steering
Sashrika Pandey
,
Jerry Zhi-Yang He
,
Mariah L Schrum
,
Anca Dragan
NeurIPS'24 Compositional Learning Workshop Poster
Readers:
Everyone
CoS: Enhancing Personalization with Context Steering
Sashrika Pandey
,
Jerry Zhi-Yang He
,
Mariah L Schrum
,
Anca Dragan
NeurIPS 2024 Workshop on Behavioral ML
Readers:
Everyone
CoS: Enhancing Personalization and Mitigating Bias with Context Steering
Sashrika Pandey
,
Jerry Zhi-Yang He
,
Mariah L Schrum
,
Anca Dragan
SafeGenAi Poster
Readers:
Everyone
CoS: Enhancing Personalization and Mitigating Bias with Context Steering
Sashrika Pandey
,
Jerry Zhi-Yang He
,
Mariah L Schrum
,
Anca Dragan
IAI Workshop @ NeurIPS 2024
Readers:
Everyone
Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation
Michelle Pan
,
Mariah L Schrum
,
Vivek Myers
,
Erdem Biyik
,
Anca Dragan
ICML 2024 Poster
Readers:
Everyone
Investigating the Impact of Experience on a User's Ability to Perform Hierarchical Abstraction
Nina Marie Moorman
,
Nakul Gopalan
,
Aman Singh
,
Erin Hedlund-Botti
,
Mariah L Schrum
,
Chuxuan Yang
,
Lakshmi Seelam
,
Matthew Gombolay
Published: 13 Jun 2023, Last Modified: 01 Jul 2023
RSS-23 LTAMP Spotlight
Readers:
Everyone
Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams
Esmaeil Seraj
,
Jerry Yuyang Xiong
,
Mariah L Schrum
,
Matthew Gombolay
NeurIPS 2023 poster
Readers:
Everyone
View all 33 publications
Co-Authors
Aman Singh
Amanda Canezin
Anca Dragan
Andrew Best
Andrew Silva
Arjun Krishna
Ayanna M. Howard
Chung Hyuk Park
Chuxuan Yang
Deepak Edakkattil Gopinath
Emily Sumner
Erdem Biyik
Eric Cole
Eric R. Cole
Erin Hedlund
Erin Hedlund-Botti
Esmaeil Seraj
Glen Neville
Gregory S. Chirikjian
Guy Rosman
Henry Phalen
Iulian Iordachita
Jerry Yuyang Xiong
Jerry Zhi-Yang He
Karen M. Feigh
View all 57 co-authors