Kelsey Allen
7 papers · 2014–2023 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Core AI
(3)
Optimization & Theory
(3)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Robotics
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Architectures
(1)
Capabilities
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
differentiable physics
(2)
semi-supervised learning
(1)
few-shot learning
(1)
bayesian nonparametrics
(1)
variational inference
(1)
unsupervised clustering
(1)
gradient-based optimization
(1)
prototype learning
(1)
information retrieval
(1)
gradient estimation
(1)
object manipulation
(1)
low-rank approximation
(1)
nystrom approximation
(1)
tree structure
(1)
end-to-end learning
(1)
tool use
(1)
transition model
(1)
airfoil design
(1)
inverse design
(1)
dual encoder
(1)
Papers
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining
AISTATS 2023
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
NeurIPS 2022
Infinite Mixture Prototypes for Few-shot Learning
ICML 2019
Learning sparse relational transition models
ICLR 2019
Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning
RSS 2018
End-to-End Differentiable Physics for Learning and Control
NeurIPS 2018
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure
EMNLP 2014