Timothy T. Rogers
6 papers · 2009–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Full πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Renaissance Researcher
(6)
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Machine Learning
(2)
Cognitive Science
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
large language model
(2)
human alignment
(2)
cognitive modeling
(2)
multi-task learning
(1)
group lasso
(1)
sparse learning
(1)
convex optimization
(1)
feature selection
(1)
preference learning
(1)
network alignment
(1)
human behavior
(1)
maximum likelihood
(1)
random walk
(1)
rademacher complexity
(1)
stochastic process
(1)
parameter estimation
(1)
maximum likelihood estimation
(1)
human learning capacity
(1)
overfitting prediction
(1)
human learning
(1)
Papers
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
EMNLP 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding
EMNLP 2025
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
EMNLP 2024
Human Memory Search as Initial-Visit Emitting Random Walk
NeurIPS 2015
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
NeurIPS 2013
Human Rademacher Complexity
NeurIPS 2009