Aaron Smith
7 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π± Topic Pioneer
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Venues
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Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Natural Language Processing
(3)
Core Methods
(3)
Understanding
(3)
Optimization
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Mathematics
(1)
Probability
(1)
Keywords
markov chain monte carlo
(4)
dependency parsing
(2)
posterior distribution
(2)
part-of-speech tagging
(2)
strong convexity
(1)
hamiltonian monte carlo
(1)
mixing time
(1)
multimodal distribution
(1)
word embedding
(1)
multimodal posterior
(1)
tempered distribution
(1)
spectral gap
(1)
leapfrog integrator
(1)
multilingual learning
(1)
pos tag
(1)
morphologically rich language
(1)
multilingual parsing
(1)
morphological feature
(1)
character model
(1)
transition-based parser
(1)
Papers
On cyclical MCMC sampling
AISTATS 2024
Rapid Convergence of Informed Importance Tempering
AISTATS 2022
Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions 2: Numerical integrators
AISTATS 2019
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models
CoNLL 2018
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing
EMNLP 2018
Parser Training with Heterogeneous Treebanks
ACL 2018
Parallel Markov Chain Monte Carlo via Spectral Clustering
AISTATS 2016