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Jackson A. Killian
Researcher, Machine Learning and Computational Biology, Harbinger Health
Joined
April 2021
Names
Jackson A. Killian
(Preferred)
,
Jackson Albert Killian
Emails
****@g.harvard.edu
(Confirmed)
,
****@yahoo.com
(Confirmed)
,
****@harbinger-health.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Machine Learning and Computational Biology,
Harbinger Health
(harbinger-health.com)
2023
–
Present
PhD student
Computer Science,
Harvard University
(harvard.edu)
2019
–
2023
PhD student
Computer Science,
University of Southern California
(usc.edu)
2018
–
2019
Undergrad student
Computer Science,
Ohio State University
(osu.edu)
2013
–
2018
Advisors, Relations & Conflicts
Coworker
Shiva Farashahi
2023
–
Present
PhD Advisor
Milind Tambe
2018
–
2023
Coauthor
Andrew Perrault
2018
–
2021
Coauthor
Haifeng Xu
2020
–
2020
Coauthor
Aviva Prins
2020
–
2020
Coauthor
Amit Sharma
2019
–
2019
Expertise
Deep Learning for Computational Biology
2023
–
Present
Restless Bandits
,
Markov Decision Processes
,
Sequential Decision Making
2020
–
Present
AI for healthcare
2018
–
Present
Time series
2018
–
Present
Machine Learning
2018
–
Present
Publications
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats
Lucia Gordon
,
Nikhil Behari
,
Samuel Collier
,
Elizabeth Bondi-Kelly
,
Jackson A. Killian
,
Catherine Ressijac
,
Peter Boucher
,
Andrew Davies
,
Milind Tambe
OpenReview Archive Direct Upload
Readers:
Everyone
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
Arpita Biswas
,
Jackson A. Killian
,
Paula Rodriguez-Diaz
,
Susobhan Ghosh
,
Milind Tambe
16 May 2022 (modified: 27 Jun 2024)
NeurIPS 2022 Submitted
Readers:
Everyone
Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning
Jackson A. Killian
,
Lily Xu
,
Arpita Biswas
,
Milind Tambe
Published: 20 May 2022, Last Modified: 05 May 2023
UAI 2022 Poster
Readers:
Everyone
Collapsing Bandits and Their Applications to Public Health Interventions
Aditya Shrikant Mate
,
Jackson Albert Killian
,
Haifeng Xu
,
Andrew Perrault
,
Milind Tambe
10 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Beyond "To Act or Not to Act": Fast Lagrangian Approaches to General Multi-Action Restless Bandits
Jackson Albert Killian
,
Andrew Perrault
,
Milind Tambe
09 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Collapsing Bandits and Their Application to Public Health Intervention
Aditya Mate
,
Jackson A. Killian
,
Haifeng Xu
,
Andrew Perrault
,
Milind Tambe
2020 (modified: 04 Nov 2022)
NeurIPS 2020
Readers:
Everyone
Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data
Jackson A. Killian
,
Bryan Wilder
,
Amit Sharma
,
Vinod Choudhary
,
Bistra Dilkina
,
Milind Tambe
2019 (modified: 17 May 2023)
KDD 2019
Readers:
Everyone
Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data
Jackson A. Killian
,
Kevin M. Passino
,
Arnab Nandi
,
Danielle R. Madden
,
John D. Clapp
2019 (modified: 09 May 2021)
KHD@IJCAI 2019
Readers:
Everyone
Co-Authors
Aditya Mate
Aditya Shrikant Mate
Amit Sharma
Andrew Davies
Andrew Perrault
Arnab Nandi
Arpita Biswas
Bistra Dilkina
Bryan Wilder
Catherine Ressijac
Danielle R. Madden
Elizabeth Bondi-Kelly
Haifeng Xu
John D. Clapp
Kevin M. Passino
Lily Xu
Lucia Gordon
Milind Tambe
Nikhil Behari
Paula Rodriguez-Diaz
Peter Boucher
Samuel Collier
Susobhan Ghosh
Vinod Choudhary