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Naveen Janaki Raman
PhD student, Machine Learning, Carnegie Mellon University
Joined
October 2020
Names
Naveen Janaki Raman
(Preferred)
,
Naveen Raman
Emails
****@gmail.com
(Confirmed)
,
****@andrew.cmu.edu
(Confirmed)
,
****@cam.ac.uk
(Confirmed)
,
****@cmu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
PhD student
Machine Learning,
Carnegie Mellon University
(cmu.edu)
2023
–
2028
MS student
Computer Science,
University of Cambridge
(cam.ac.uk)
2022
–
2023
Undergrad student
Computer Science,
University of Maryland, College Park
(umd.edu)
2018
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Fei Fang
2023
–
Present
Coauthor
John Dickerson
2019
–
Present
Expertise
interpretability
,
explainability
,
concept-learning
2023
–
Present
bandits
,
restless bandits
,
matching
2023
–
Present
matching algorithms
,
rideshare
,
fairness
2021
–
Present
Publications
PeerCoPilot: A Language Model-Powered Assistant for Behavioral Health Organizations
Gao Mo
,
Naveen Janaki Raman
,
Megan Chai
,
Cindy Peng
,
Shannon Pagdon
,
Nev Jones
,
Hong Shen
,
Margaret Swarbrick
,
Fei Fang
LM4UC@AAAI2026
Readers:
Everyone
Contextual Budget Bandit for Food Rescue Volunteer Engagement
Ariana Tang
,
Naveen Janaki Raman
,
Fei Fang
,
Zheyuan Ryan Shi
NeurIPS 2025 Workshop MLxOR
Readers:
Everyone
Demo: PeerCoPilot: A Language Model-Powered Assistant for Behavioral Health Organizations
Gao Mo
,
Naveen Janaki Raman
,
Megan Chai
,
Cindy Peng
,
Shannon Pagdon
,
Nev Jones
,
Hong Shen
,
Fei Fang
GenAI4Health 2025 Poster
Readers:
Everyone
Do Concept Bottleneck Models Respect Localities?
Naveen Janaki Raman
,
Mateo Espinosa Zarlenga
,
Juyeon Heo
,
Mateja Jamnik
Accepted by TMLR
Readers:
Everyone
Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects
Santiago Cortes-Gomez
,
Naveen Janaki Raman
,
Aarti Singh
,
Bryan Wilder
ICML 2025 poster
Readers:
Everyone
Global Rewards in Restless Multi-Armed Bandits
Naveen Janaki Raman
,
Zheyuan Ryan Shi
,
Fei Fang
NeurIPS 2024 poster
Readers:
Everyone
Understanding Inter-Concept Relationships in Concept-Based Models
Naveen Janaki Raman
,
Mateo Espinosa Zarlenga
,
Mateja Jamnik
ICML 2024 Poster
Readers:
Everyone
Do Concept Bottleneck Models Obey Locality?
Naveen Raman
,
Mateo Espinosa Zarlenga
,
Juyeon Heo
,
Mateja Jamnik
NeurIPS XAIA 2023
Readers:
Everyone
Human Uncertainty in Concept-Based AI Systems
Katherine M. Collins
,
Matthew Barker
,
Mateo Espinosa Zarlenga
,
Naveen Janaki Raman
,
Umang Bhatt
,
Mateja Jamnik
,
Ilia Sucholutsky
,
Adrian Weller
,
Krishnamurthy Dj Dvijotham
21 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Improving Learning-to-Defer Algorithms Through Fine-Tuning
Naveen Raman
,
Michael Yee
2021 (modified: 10 Apr 2023)
CoRR 2021
Readers:
Everyone
View all 15 publications
Co-Authors
Aarti Singh
Adrian Weller
Ariana Tang
Bogdan Vasilescu
Bryan Wilder
Christian Kästner
Cindy Peng
Daniel Smolyak
Erik Metz
Fei Fang
Gao Mo
Guangqi Cui
Hong Shen
Ilia Sucholutsky
Jacob Prinz
John Dickerson
John P. Dickerson
Juyeon Heo
Katherine M. Collins
Krishnamurthy Dj Dvijotham
Margaret Swarbrick
Mateja Jamnik
Mateo Espinosa Zarlenga
Matthew Barker
Megan Chai
View all 37 co-authors