Madalina Fiterau
13 papers · 2012–2025 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π
Keyword Champion
ποΈ
Keyword Collector
(56)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Data Science & Analytics
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
causal inference
(3)
treatment effect
(2)
network interference
(2)
a/b testing
(2)
density estimation
(1)
subspace learning
(1)
dimensionality reduction
(1)
nonparametric estimation
(1)
temporal modeling
(1)
disease progression
(1)
interpretable classification
(1)
projection retrieval
(1)
nonparametric entropy
(1)
subspace classification
(1)
graphical model
(1)
conditional entropy
(1)
generative model
(1)
latent representation
(1)
convolutional neural network
(1)
axis-aligned subspaces
(1)
Papers
Experimentation under Treatment Dependent Network Interference
UAI 2025
A/B testing under Interference with Partial Network Information
AISTATS 2024
On Online Experimentation without Device Identifiers
ICML 2024
Direct Inference of Effect of Treatment (DIET) for a Cookieless World
AISTATS 2023
Constrained Offline Policy Optimization
ICML 2022
A Change of Variables Method For Rectangular Matrix-Vector Products
AISTATS 2021
Predicting in-hospital mortality by combining clinical notes with time-series data
ACL 2021
FLARe: Forecasting by Learning Anticipated Representations
MLHC 2019
Proceedings of the First Workshop on Narrative Understanding
NAACL 2019
Deep Neural Decision Forests
IJCAI 2016
VIPR: An Interactive Tool for Meaningful Visualization of High-Dimensional Data
IJCAI 2016
Deep Neural Decision Forests
ICCV 2015
Projection Retrieval for Classification
NeurIPS 2012