John P Dickerson
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
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Trend Setter
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The Questioner
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Conference Pioneer
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Learning Types
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Keywords
fair clustering
(2)
benchmark evaluation
(1)
cost function
(1)
certified robustness
(1)
adversarial robustness
(1)
data poisoning
(1)
policy gradient
(1)
face detection
(1)
preference optimization
(1)
hierarchical clustering
(1)
optimization landscape
(1)
backdoor attack
(1)
adversarial attack
(1)
approximation algorithm
(1)
robust optimization
(1)
weight initialization
(1)
randomized smoothing
(1)
adversarial perturbation
(1)
supervised fine-tuning
(1)
representation learning
(1)
Papers
Robust Fair Clustering with Group Membership Uncertainty Sets
AISTATS 2025
Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking
ICLR 2025
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost
ICML 2023
Certified Neural Network Watermarks with Randomized Smoothing
ICML 2022
Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
ICML 2022
Measuring Representational Robustness of Neural Networks Through Shared Invariances
ICML 2022
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
ICML 2021
LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition
ICLR 2021
Scalable Robust Kidney Exchange
AAAI 2019