Alexandru Niculescu-mizil
4 papers · 2012–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (9) π Cross-Pollinator (13)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π
Trend Setter
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
statistical learning
(1)
multi-task learning
(1)
variational inference
(1)
bayesian learning
(1)
hierarchical classification
(1)
constraint optimization
(1)
multi-label classification
(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)
discriminative model
(1)
hierarchical prior
(1)
bayesian method
(1)
candidate selection
(1)
label filtering
(1)
linear scan
(1)
Papers
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
ICLR 2021
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
NIPS 2017
Label Filters for Large Scale Multilabel Classification
AISTATS 2017
Bayesian models for Large-scale Hierarchical Classification
NIPS 2012