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Madalina Fiterau
Assistant Professor, Department of Computer Science, University of Massachusetts, Amherst
Joined
September 2018
Names
Madalina Fiterau
(Preferred)
,
Madelina Fiterau
,
Ina Fiterau
Emails
****@cs.stanford.edu
(Confirmed)
,
****@cs.cmu.edu
(Confirmed)
,
****@cs.umass.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Assistant Professor
Department of Computer Science, University of Massachusetts, Amherst
(cs.umass.edu)
2018
–
Present
Postdoc
Computer Science Department, Stanford University
(cs.stanford.edu)
2015
–
2018
PhD student
School of Computer Science, Carnegie Mellon University
(cs.cmu.edu)
2009
–
2015
Advisors, Relations & Conflicts
Postdoc Advisor
Christopher Re
2015
–
2018
Coauthor
Peter Kontschieder
2015
–
2016
Coauthor
Samuel Rota bul_
2015
–
2016
Coauthor
Peter Kontschieder
2015
–
2016
Coauthor
Antonio Criminisi
2015
–
2016
PhD Advisor
Artur Dubrawski
2009
–
2015
Expertise
ensemble methods
,
multimodal learning
,
multimodal fusion
,
explainability
,
healthcare
,
disease forecasting
Present
Publications
Optimal fusion of genotype and drug embeddings in predicting cancer drug response
Trang Nguyen
,
Anthony Campbell
,
Ankit Kumar
,
Edwin Amponsah
,
Madalina Fiterau
,
Leili Shahriyari
Briefing in Bioinformatics
Readers:
Everyone
Video2Reaction: Mapping Video to Audience Reaction Distribution in the Wild
Trang Nguyen
,
Sidong Zhang
,
Shiv Shankar
,
Deepak Chandran
,
Somfenna Enwerekowe
,
Fabiana Discenza
,
Andrea Fanelli
,
Madalina Fiterau
Submitted to ICLR 2026
Readers:
Everyone
Self-Concordant Preference Learning from Noisy Labels
Shiv Shankar
,
Madalina Fiterau
MoFA Poster
Readers:
Everyone
Encoding Domain Insights into Multi-modal Fusion: Improved Performance at the Cost of Robustness
Jackson Sam Michaels
,
Sidong Zhang
,
Madalina Fiterau
MOSS@ICML2025
Readers:
Everyone
On Flow-based Generative Models for Probabilistic Forecasting
Edmond Cunningham
,
Madalina Fiterau
,
Daniel Sheldon
Submitted to NeurIPS 2025
Readers:
Everyone
Combining A/A Data and LLMs for Improved Content Evaluation
Shiv Shankar
,
Ritwik Sinha
,
Madalina Fiterau
Anonymous Preprint Submission
Readers:
Everyone
Experimentation under Treatment Dependent Network Interference
Shiv Shankar
,
Ritwik Sinha
,
Madalina Fiterau
UAI 2025 Poster
Readers:
Everyone
A Change of Variables Method For Rectangular Matrix-Vector Products
Edmond Cunningham
,
Madalina Fiterau
Proceedings of The 24th International Conference on Artificial Intelligence and Statistics
Readers:
Everyone
On LLM Augmented AB Experimentation
Shiv Shankar
,
Ritwik Sinha
,
Madalina Fiterau
CaLM @NeurIPS 2024 Poster
Readers:
Everyone
Towards Resolution-Aware Retrieval Augmented Zero-Shot Forecasting
Iman Deznabi
,
Peeyush Kumar
,
Madalina Fiterau
NeurIPS 2024 TSALM Workshop Spotlight
Readers:
Everyone
View all 55 publications
Co-Authors
Abhinav Agrawal
Abhinav Shaw
Adrian V. Dalca
Akhila Josyula
Alexandre Yahi
Ali Sarvghad
Andrea Fanelli
Andrew L. Beam
Ankit Kumar
Anthony Campbell
Antonio Criminisi
Artur Dubrawski
Bhanu Pratap Singh
Bharath Narasimhan
Brett K. Beaulieu-Jones
Bruno C. da Silva
Bruno Jedynak
Bryon Kucharski
Charles Bournhonesque
Christopher Ré
Corey Chivers
Daniel Sheldon
Debasmita Ghose
Deep Chakraborty
Deepak Chandran
View all 95 co-authors