Yan Scholten
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Mathematics
(1)
Resources & Methods
(1)
Keywords
randomized smoothing
(3)
adversarial robustness
(3)
certified robustness
(2)
uncertainty quantification
(1)
point cloud
(1)
geometric deep learning
(1)
message passing
(1)
output distribution
(1)
prediction set
(1)
group equivariance
(1)
temperature scaling
(1)
molecular property prediction
(1)
probabilistic evaluation
(1)
graph neural network
(1)
neural network
(1)
entropy optimization
(1)
gray-box certificate
(1)
adversarial learning
(1)
hierarchical smoothing
(1)
conformal prediction
(1)
Papers
A Probabilistic Perspective on Unlearning and Alignment for Large Language Models
ICLR 2025
Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning
ICLR 2025
Hierarchical Randomized Smoothing
NeurIPS 2023
Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
NeurIPS 2023
Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks
NeurIPS 2022