Aaron Schein
11 papers · 2016–2025 · 8 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 ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
Keyword Collector
(58)
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Bayesian & Probabilistic · Artificial Intelligence
(6)
Optimization & Theory
(6)
Core Methods
(5)
Bayesian & Probabilistic · Machine Learning
(4)
Core AI
(3)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization
(1)
Techniques
(1)
Keywords
bayesian inference
(5)
count data
(3)
language model
(2)
ordinal regression
(2)
probabilistic modeling
(2)
dynamical system
(2)
model steering
(2)
representation learning
(2)
latent variable model
(2)
prior knowledge
(1)
time series
(1)
tensor decomposition
(1)
variational inference
(1)
mutual information
(1)
bayesian nonparametrics
(1)
community detection
(1)
hidden markov model
(1)
topic modeling
(1)
poisson process
(1)
mcmc inference
(1)
Papers
Linear Representations of Political Perspective Emerge in Large Language Models
ICLR 2025
Activation Scaling for Steering and Interpreting Language Models
EMNLP 2024
Context versus Prior Knowledge in Language Models
ACL 2024
An Ordinal Latent Variable Model of Conflict Intensity
ACL 2023
Sentiment as an Ordinal Latent Variable
EACL 2023
The Ordered Matrix Dirichlet for State-Space Models
AISTATS 2023
Doubly non-central beta matrix factorization for DNA methylation data
UAI 2021
Locally Private Bayesian Inference for Count Models
ICML 2019
Poisson-Randomized Gamma Dynamical Systems
NeurIPS 2019
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
ICML 2016
Poisson-Gamma dynamical systems
NeurIPS 2016