Miguel Carreira-Perpinan
7 papers · 2012–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Mathematics & Optimization
(3)
Optimization
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
nonlinear embedding
(2)
hyperplane split
(2)
dimensionality reduction
(2)
ensemble learning
(1)
deep learning
(1)
distributed optimization
(1)
low-rank approximation
(1)
nonlinear regression
(1)
document classification
(1)
fast multipole method
(1)
alternating optimization
(1)
stochastic neighbor embedding
(1)
nystrom method
(1)
low-dimensional embedding
(1)
spectral method
(1)
language model
(1)
decision tree
(1)
graph-based method
(1)
joint optimization
(1)
regression forest
(1)
Papers
Adaptive Softmax Trees for Many-Class Classification
UAI 2024
Smaller, more accurate regression forests using tree alternating optimization
ICML 2020
The Variational Nystrom method for large-scale spectral problems
ICML 2016
Distributed optimization of deeply nested systems
AISTATS 2014
Linear-time training of nonlinear low-dimensional embeddings
AISTATS 2014
Entropic Affinities: Properties and Efficient Numerical Computation
ICML 2013
Nonlinear low-dimensional regression using auxiliary coordinates
AISTATS 2012