L. Elisa Celis
11 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20)
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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(54)
Venues
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Research topics
Machine Learning
(10)
Application Areas
(8)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Applications Β· Data Science & Analytics
(1)
Cognitive Science
(1)
Keywords
fairness constraint
(4)
multiwinner voting
(2)
fair classification
(2)
fairness
(2)
protected attribute
(2)
submodular function
(2)
false positive
(1)
approximation algorithm
(1)
false positive rate
(1)
linear classifier
(1)
algorithm
(1)
adversarial perturbation
(1)
bias mitigation
(1)
approval voting
(1)
ranking aggregation
(1)
partial feedback
(1)
generative ai
(1)
exploration strategy
(1)
statistical parity
(1)
subset selection
(1)
Papers
A Mathematical Framework for AI-Human Integration in Work
ICML 2025
Centralized Selection with Preferences in the Presence of Biases
ICML 2024
Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach
ICML 2024
Bias in Evaluation Processes: An Optimization-Based Model
NeurIPS 2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
ICML 2023
Fair Classification with Adversarial Perturbations
NeurIPS 2021
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees
ICML 2021
Data preprocessing to mitigate bias: A maximum entropy based approach
ICML 2020
Assessing Social and Intersectional Biases in Contextualized Word Representations
NeurIPS 2019
Balanced News Using Constrained Bandit-based Personalization
IJCAI 2018
Multiwinner Voting with Fairness Constraints
IJCAI 2018