John P. Dickerson

According to our database1, John P. Dickerson authored at least 90 papers between 2010 and 2021.

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Bibliography

2021
Technical Challenges for Training Fair Neural Networks.
CoRR, 2021

LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition.
CoRR, 2021

2020
Ignorance Is Almost Bliss: Near-Optimal Stochastic Matching with Few Queries.
Oper. Res., 2020

Noisy Labels Can Induce Good Representations.
CoRR, 2020

Indecision Modeling.
CoRR, 2020

Counterfactual Explanations for Machine Learning: A Review.
CoRR, 2020

ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning.
CoRR, 2020

The Affiliate Matching Problem: On Labor Markets where Firms are Also Interested in the Placement of Previous Workers.
CoRR, 2020

Detection as Regression: Certified Object Detection by Median Smoothing.
CoRR, 2020

Unifying Model Explainability and Robustness via Machine-Checkable Concepts.
CoRR, 2020

Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning.
CoRR, 2020

Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks.
CoRR, 2020

Active Preference Elicitation via Adjustable Robust Optimization.
CoRR, 2020

Forming Diverse Teams from Sequentially Arriving People.
CoRR, 2020

Can an Algorithm be My Healthcare Proxy?
CoRR, 2020

SIGAI annual report: July 1 2019 - June 30 2020.
AI Matters, 2020

AAAI/ACM SIGAI job fair 2020: a retrospective.
AI Matters, 2020

Adapting a kidney exchange algorithm to align with human values.
Artif. Intell., 2020

Kidney Exchange with Inhomogeneous Edge Existence Uncertainty.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Matching Algorithms for Blood Donation.
Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020

Improving Policy-Constrained Kidney Exchange via Pre-Screening.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Probabilistic Fair Clustering.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Certifying Strategyproof Auction Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Detection as Regression: Certified Object Detection with Median Smoothing.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An Algorithm for Multi-Attribute Diverse Matching.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Pairwise Fair and Community-preserving Approach to k-Center Clustering.
Proceedings of the 37th International Conference on Machine Learning, 2020

Deep k-NN Defense Against Clean-Label Data Poisoning Attacks.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

We Need Fairness and Explainability in Algorithmic Hiring.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Human Comprehension of Fairness in Machine Learning.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

Artificial Artificial Intelligence: Measuring Influence of AI 'Assessments' on Moral Decision-Making.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

Clearing Kidney Exchanges via Graph Neural Network Guided Tree Search (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Universal Adversarial Training.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Failure-Aware Kidney Exchange.
Manag. Sci., 2019

Group Fairness in Bandit Arm Selection.
CoRR, 2019

Mix and Match: Markov Chains & Mixing Times for Matching in Rideshare.
CoRR, 2019

Strong Baseline Defenses Against Clean-Label Poisoning Attacks.
CoRR, 2019

Algorithms for Optimal Diverse Matching.
CoRR, 2019

ACM SIGAI activity report.
AI Matters, 2019

AAAI/ACM SIGAI job fair 2019: a retrospective.
AI Matters, 2019

Mix and Match: Markov Chains and Mixing Times for Matching in Rideshare.
Proceedings of the Web and Internet Economics - 15th International Conference, 2019

Adversarial training for free!
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Making the Cut: A Bandit-based Approach to Tiered Interviewing.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Batch-wise Logit-Similarity: Generalizing Logit-Squeezing and Label-Smoothing.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

The Diverse Cohort Selection Problem.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Online Resource Allocation with Matching Constraints.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

A Unified Approach to Online Matching with Conflict-Aware Constraints.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Scalable Robust Kidney Exchange.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Balancing Relevance and Diversity in Online Bipartite Matching via Submodularity.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
ACM SIGAI activity report.
AI Matters, 2018

AAAI/ACM SIGAI job fair 2018: a retrospective.
AI Matters, 2018

Dancing Pigs or Externalities?: Measuring the Rationality of Security Decisions.
Proceedings of the 2018 ACM Conference on Economics and Computation, 2018

Equilibrium Behavior in Competing Dynamic Matching Markets.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Muffin-Theorem Generator.
Proceedings of the 9th International Conference on Fun with Algorithms, 2018

Equitable Security: Optimizing Distribution of Nudges and Resources.
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

Assigning Tasks to Workers based on Historical Data: Online Task Assignment with Two-sided Arrivals.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Allocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Multi-Organ Exchange.
J. Artif. Intell. Res., 2017

The Diverse Cohort Selection Problem: Multi-Armed Bandits with Varied Pulls.
CoRR, 2017

Learning to Schedule Deadline- and Operator-Sensitive Tasks.
CoRR, 2017

Operation Frames and Clubs in Kidney Exchange.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Diverse Weighted Bipartite b-Matching.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Inter-Club Kidney Exchange.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

Small Representations of Big Kidney Exchange Graphs.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Hardness of the Pricing Problem for Chains in Barter Exchanges.
CoRR, 2016

Position-Indexed Formulations for Kidney Exchange.
Proceedings of the 2016 ACM Conference on Economics and Computation, 2016

Fast Optimal Clearing of Capped-Chain Barter Exchanges.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Automated Generation of Counterterrorism Policies Using Multiexpert Input.
ACM Trans. Intell. Syst. Technol., 2015

Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Forecasting Country Stability in North Africa.
Proceedings of the IEEE Joint Intelligence and Security Informatics Conference, 2014

Endogenously- but not Exogenously-driven Selective Sustained Attention is Related to Learning in a Classroom-like Setting in Kindergarten Children.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Price of fairness in kidney exchange.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Robust dynamic optimization with application to kidney exchange.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Using sentiment to detect bots on Twitter: Are humans more opinionated than bots?
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Balancing Efficiency and Fairness in Dynamic Kidney Exchange.
Proceedings of the Modern Artificial Intelligence for Health Analytics, 2014

Multi-Organ Exchange: The Whole Is Greater than the Sum of its Parts.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

The Computational Rise and Fall of Fairness.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Parallel Abductive Query Answering in Probabilistic Logic Programs.
ACM Trans. Comput. Log., 2013

PREVE: a policy recommendation engine based on vector equilibria applied to reducing LeT's attacks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Throwing Darts: Random Sampling Helps Tree Search when the Number of Short Certificates is Moderate.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Adversarial Geospatial Abduction Problems.
ACM Trans. Intell. Syst. Technol., 2012

Speeding Up Particle Trajectory Simulations Under Moving Force Fields using Graphic Processing Units.
J. Comput. Inf. Sci. Eng., 2012

Optimizing kidney exchange with transplant chains: theory and reality.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Dynamic Matching via Weighted Myopia with Application to Kidney Exchange.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Dealing with Lashkar-e-Taiba: A Multi-player Game-Theoretic Perspective.
Proceedings of the European Intelligence and Security Informatics Conference, 2011

2010
Cost-Based Query Answering in Action Probabilistic Logic Programs.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

A graph-theoretic approach to protect static and moving targets from adversaries.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010


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