L. Elisa Celis

11 papers · 2018–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (6) 🌟 Keyword Trendsetter Combo (3) 🏆 Keyword Champion (4) 💎 Century Club (11)

Conferences

ICML (6) NIPS (3) IJCAI (2)

Top co-authors

Nisheeth K. Vishnoi (7) Vijay Keswani (4) Lingxiao Huang (4) Anay Mehrotra (4) Amit Kumar (2) Nisheeth Vishnoi (2) Sayash Kapoor (1) Niclas Boehmer (1) Andrew Xu (1) Yi Chern Tan (1)

Keywords

fairness constraint (4) submodular function (2) multiwinner voting (2) fair classification (2) protected attribute (2) approximation algorithm (1) adversarial perturbation (1) bias mitigation (1) approval voting (1) statistical parity (1) social bia (1) envy freeness (1) submodular score (1) representative subset (1) committee selection (1) intersectional bia (1) gender bia (1) racial bia (1) data preprocessing (1) evaluation bia (1)

Papers

A Mathematical Framework for AI-Human Integration in Work ICML 2025

Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach ICML 2024

Centralized Selection with Preferences in the Presence of Biases ICML 2024

Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions ICML 2023

Bias in Evaluation Processes: An Optimization-Based Model NIPS 2023

Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees ICML 2021

Fair Classification with Adversarial Perturbations NIPS 2021

Data preprocessing to mitigate bias: A maximum entropy based approach ICML 2020

Assessing Social and Intersectional Biases in Contextualized Word Representations NIPS 2019

Multiwinner Voting with Fairness Constraints IJCAI 2018

Balanced News Using Constrained Bandit-based Personalization IJCAI 2018