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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
Structure Mapping for Transferability of Causal Models
Purva Pruthi
,
Javier Gonzalez
,
Xiaoyu Lu
,
Madalina Fiterau
31 Jan 2024
OpenReview Archive Direct Upload
Readers:
Everyone
Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging
Ke Xiao
,
Erik G. Learned-Miller
,
Evangelos Kalogerakis
,
James Priest
,
Madalina Fiterau
Published: 01 Jan 2023, Last Modified: 02 Jan 2024
MICCAI (7) 2023
Readers:
Everyone
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Timeseries Forecasting and Prediction
Iman Deznabi
,
Madalina Fiterau
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
Submitted to ICLR 2023
Readers:
Everyone
Predicting in-hospital mortality by combining clinical notes with time-series data
Iman Deznabi
,
Mohit Iyyer
,
Madalina Fiterau
21 May 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences
Jason Alan Fries
,
Paroma Varma
,
Vincent Sunn Chen
,
Jared Dunnmon
,
Madalina Fiterau
,
Scott Delp
,
Euan Ashley
,
Christopher Ré
,
James Priest
06 Jan 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Progressive Fusion for Multimodal Integration
Shiv Shankar
,
Laure Thompson
,
Madalina Fiterau
Published: 01 Jan 2022, Last Modified: 09 Aug 2023
CoRR 2022
Readers:
Everyone
Normalizing Flows Across Dimensions
Edmond Cunningham
,
Renos Zabounidis
,
Abhinav Agrawal
,
Ina Fiterau
,
Daniel Sheldon
2020 (modified: 13 Jan 2025)
CoRR 2020
Readers:
Everyone
Pedestrian Detection in Thermal Images Using Saliency Maps.
Debasmita Ghose
,
Shasvat Mukeshkumar Desai
,
Sneha Bhattacharya
,
Deep Chakraborty
,
Madalina Fiterau
,
Tauhidur Rahman
2019 (modified: 10 Nov 2022)
CVPR Workshops2019
Readers:
Everyone
FLARe: Forecasting by Learning Anticipated Representations
Yeahuay Joie Wu
,
Surya Teja Devarakonda
,
Madalina Fiterau
2019 (modified: 30 Sept 2024)
CoRR 2019
Readers:
Everyone
Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT)
Bhanu Pratap Singh
,
Iman Deznabi
,
Bharath Narasimhan
,
Bryon Kucharski
,
Rheeya Uppaal
,
Akhila Josyula
,
Madalina Fiterau
2019 (modified: 30 Sept 2024)
CoRR 2019
Readers:
Everyone
View all 24 publications
Co-Authors
Abhinav Agrawal
Abhinav Shaw
Adrian V. Dalca
Akhila Josyula
Alexandre Yahi
Andrew L. Beam
Antonio Criminisi
Artur Dubrawski
Bhanu Pratap Singh
Bharath Narasimhan
Brett K. Beaulieu-Jones
Bruno Jedynak
Bryon Kucharski
Charles Bournhonesque
Christopher Ré
Corey Chivers
Daniel Sheldon
Debasmita Ghose
Deep Chakraborty
Donghan Wang
Edmond Cunningham
Eni Halilaj
Erik G. Learned-Miller
Euan Ashley
Evangelos Kalogerakis
View all 69 co-authors