Miguel Carreira-Perpinan
7 papers · 2012–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
AISTATS (3)
ICML (3)
UAI (1)
Top co-authors
Keywords
nonlinear embedding
(2)
dimensionality reduction
(2)
spectral clustering
(1)
ensemble learning
(1)
deep learning
(1)
distributed optimization
(1)
low-rank approximation
(1)
nonlinear regression
(1)
fast multipole method
(1)
alternating optimization
(1)
stochastic neighbor embedding
(1)
nystrom method
(1)
low-dimensional embedding
(1)
spectral method
(1)
graph-based method
(1)
joint optimization
(1)
regression forest
(1)
reduced-rank regression
(1)
penalty method
(1)
auxiliary coordinate
(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