Peter J. Ramadge
10 papers · 2009–2022 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Half
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Keyword Champion
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Trend Setter
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Renaissance Researcher
(8)
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Century Club Β· Bronze
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(73)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(6)
Healthcare & Medicine
(4)
Interdisciplinary
(4)
Science
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Learning Types
(3)
Optimization & Theory
(3)
Research
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Architectures
(2)
Clinical
(2)
Keywords
brain imaging
(2)
functional magnetic resonance imaging
(2)
kernel methods
(2)
fmri analysis
(2)
dimensionality reduction
(2)
fmri data analysis
(2)
iterative optimization
(1)
language modeling
(1)
feature learning
(1)
sparse representation
(1)
policy gradient
(1)
constrained optimization
(1)
dynamics modeling
(1)
gaussian process
(1)
compressed sensing
(1)
state representation
(1)
constraint satisfaction
(1)
sparse coding
(1)
state estimation
(1)
ensemble learning
(1)
Papers
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
NeurIPS 2022
Learning Physics Constrained Dynamics Using Autoencoders
NeurIPS 2022
Safe Reinforcement Learning with Natural Language Constraints
NeurIPS 2021
Projection-Based Constrained Policy Optimization
ICLR 2020
Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters
NeurIPS 2020
A Reduced-Dimension fMRI Shared Response Model
NeurIPS 2015
Kernel Hyperalignment
NeurIPS 2012
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries
NeurIPS 2011
Boosting with Spatial Regularization
NeurIPS 2009
fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity
NeurIPS 2009