Rares-Darius Buhai
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(14)
Conferences
COLT (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
sample complexity
(2)
variational inference
(1)
parameter estimation
(1)
mean estimation
(1)
statistical query
(1)
sparse pca
(1)
robust estimation
(1)
sparse linear regression
(1)
computational-statistical gaps
(1)
markov random field
(1)
latent variable model
(1)
restricted boltzmann machine
(1)
clustering algorithm
(1)
graphical model
(1)
latent variable
(1)
mixture learning
(1)
gaussian mixture
(1)
cluster recovery
(1)
adversarial outlier
(1)
sum of square
(1)
Papers
Robust Mixture Learning when Outliers Overwhelm Small Groups
NIPS 2024
Computational-Statistical Gaps for Improper Learning in Sparse Linear Regression
COLT 2024
Beyond Parallel Pancakes: Quasi-Polynomial Time Guarantees for Non-Spherical Gaussian Mixtures
COLT 2023
Learning Restricted Boltzmann Machines with Sparse Latent Variables
NIPS 2020
Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models
ICML 2020