Peter Ramadge
10 papers · 2010–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) π Conference Polyglot (5) π Academic Marathon (14) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(27)
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Conference Polyglot
(5)
π§¬
Topic Evolution
π
Century Club
(10)
ποΈ
Keyword Collector
(55)
π
Trend Setter
π
Conference Pioneer
Conferences
AISTATS (5)
ACL (2)
EMNLP (1)
ICML (1)
RSS (1)
Top co-authors
Keywords
transformer architecture
(3)
attention mechanism
(2)
positional embedding
(2)
length extrapolation
(2)
imitation learning
(2)
coordinate descent
(2)
language model
(2)
sparse regression
(2)
working memory
(1)
probabilistic modeling
(1)
reinforcement learning
(1)
ridge regression
(1)
hyperparameter optimization
(1)
generative marginalization
(1)
matrix factorization
(1)
online learning
(1)
cross validation
(1)
predictive modeling
(1)
transfer learning
(1)
group lasso
(1)
Papers
Generative Marginalization Models
ICML 2024
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings
ACL 2023
Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis
ACL 2023
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation
EMNLP 2023
A Contraction Approach to Model-based Reinforcement Learning
AISTATS 2021
Learning from Interventions: Human-robot interaction as both explicit and implicit feedback
RSS 2020
Revisiting the Landscape of Matrix Factorization
AISTATS 2020
Transfer Learning on fMRI Datasets
AISTATS 2018
Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net
AISTATS 2010
Descent Methods for Tuning Parameter Refinement
AISTATS 2010