John P Dickerson
9 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(6)
🚀
Conference Pioneer
📈
Trend Setter
❓
The Questioner
Conferences
ICML (5)
ICLR (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
representation learning
(1)
benchmark evaluation
(1)
robust optimization
(1)
certified robustness
(1)
adversarial robustness
(1)
data poisoning
(1)
policy gradient
(1)
hierarchical clustering
(1)
optimization landscape
(1)
backdoor attack
(1)
approximation algorithm
(1)
cost function
(1)
weight initialization
(1)
randomized smoothing
(1)
proximal policy optimization
(1)
market design
(1)
fair clustering
(1)
similarity measure
(1)
kidney exchange
(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
Measuring Representational Robustness of Neural Networks Through Shared Invariances
ICML 2022
Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
ICML 2022
Certified Neural Network Watermarks with Randomized Smoothing
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