John P. Dickerson
16 papers · 2017–2023 · 3 venues · across top CS/AI venues
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Venues
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Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Core AI
(9)
Application Areas
(7)
Mathematics & Optimization
(5)
Core Methods
(5)
Optimization
(5)
Learning Types
(4)
Optimization & Theory
(3)
Mathematics
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Foundations
(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
Networked Restless Bandits with Positive Externalities
AAAI 2023
Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual
AAAI 2023
Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models
AAAI 2022
A New Notion of Individually Fair Clustering: Ξ±-Equitable k-Center
AISTATS 2022
Learning Revenue-Maximizing Auctions With Differentiable Matching
AISTATS 2022
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints
AAAI 2021
Indecision Modeling
AAAI 2021
Optimal Kidney Exchange with Immunosuppressants
AAAI 2021
Scalable Equilibrium Computation in Multi-agent Influence Games on Networks
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