Kristin Bennett
4 papers · 2003–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π Conference Polyglot Β· Bronze
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Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Architectures
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
variational inference
(2)
attention mechanism
(2)
variable selection
(1)
l1 regularization
(1)
multivariate analysis
(1)
posterior approximation
(1)
support vector machine
(1)
probabilistic model
(1)
sparse model
(1)
feature ranking
(1)
temporal point process
(1)
event sequence
(1)
weight interpretation
(1)
influence modeling
(1)
variational posterior
(1)
neural network
(1)
transformer architecture
(1)
probabilistic attention
(1)
dimensionality reduction
(1)
Papers
Are Large Language Models Effective in Clinical Trial Design? A Study on Baseline Feature Generation
NAACL 2025
Influence-Aware Attention for Multivariate Temporal Point Processes
CLeaR 2023
Probabilistic Attention-to-Influence Neural Models for Event Sequences
ICML 2023
Dimensionality Reduction via Sparse Support Vector Machines
JMLR 2003