Alexandru Niculescu-mizil
5 papers · 1999–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Ultra
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
statistical learning
(1)
transformer architecture
(1)
multi-task learning
(1)
variational inference
(1)
bayesian learning
(1)
bayesian inference
(1)
hierarchical classification
(1)
constraint optimization
(1)
multi-label classification
(1)
video understanding
(1)
object tracking
(1)
scalable machine learning
(1)
high-dimensional estimation
(1)
large-scale classification
(1)
exponential families
(1)
multivariate logistic regression
(1)
generative model
(1)
loss function
(1)
multi-hop reasoning
(1)
discriminative model
(1)
Papers
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
ICLR 2021
Label Filters for Large Scale Multilabel Classification
AISTATS 2017
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
NeurIPS 2017
Bayesian models for Large-scale Hierarchical Classification
NeurIPS 2012
Inductive Transfer for Bayesian Network Structure Learning
AISTATS 1999