← Authors

John P. Dickerson

16 papers · 2017–2023 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (31) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ’Ž Century Club (16) πŸ—ƒοΈ Keyword Collector (83) ❓ The Questioner πŸ”₯ Unstoppable (7)

Conferences

AAAI (10) IJCAI (4) AISTATS (2)

Top co-authors

Aravind Srinivasan (4) Leonidas Tsepenekas (2) Duncan C. McElfresh (2) Darshan Chakrabarti (2) Vedant Nanda (2) Mark Fuge (2) Faez Ahmed (2) Walter Sinnott-Armstrong (1) Haris Aziz (1) Adam Hesterberg (1)

Keywords

combinatorial optimization (4) individual fairness (3) kidney exchange (3) bipartite matching (2) resource allocation (2) approximation algorithm (2) submodular optimization (2) sequential decision making (1) mixed integer programming (1) human perception (1) stochastic control (1) arm selection (1) mechanism design (1) differentiable programming (1) semi-supervised learning (1) submodular minimization (1) equilibrium analysis (1) integer programming (1) mirror descent (1) algorithm design (1)

Papers

Do Invariances in Deep Neural Networks Align with Human Perception? AAAI 2023
Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023
Networked Restless Bandits with Positive Externalities AAAI 2023
Learning Revenue-Maximizing Auctions With Differentiable Matching AISTATS 2022
A New Notion of Individually Fair Clustering: $Ξ±$-Equitable $k$-Center AISTATS 2022
Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models AAAI 2022
Optimal Kidney Exchange with Immunosuppressants AAAI 2021
Indecision Modeling AAAI 2021
Scalable Equilibrium Computation in Multi-agent Influence Games on Networks AAAI 2021
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints AAAI 2021
An Algorithm for Multi-Attribute Diverse Matching IJCAI 2020
Clearing Kidney Exchanges via Graph Neural Network Guided Tree Search (Student Abstract) AAAI 2020
Balancing Relevance and Diversity in Online Bipartite Matching via Submodularity AAAI 2019
Equilibrium Behavior in Competing Dynamic Matching Markets IJCAI 2018
Diverse Weighted Bipartite b-Matching IJCAI 2017
Operation Frames and Clubs in Kidney Exchange IJCAI 2017