Pavel Serdyukov
7 papers · 2016–2019 · 3 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (22) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (3) ๐ Cross-Pollinator (9) ๐ Renaissance Researcher (5)
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Interdisciplinary Bridge
๐งญ
Keyword Pioneer
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Trend Setter
Conferences
ICML (3)
ACL (2)
NIPS (2)
Top co-authors
Keywords
gradient boosted decision tree
(2)
machine translation
(2)
learning to rank
(2)
feature selection
(1)
hyperparameter optimization
(1)
attention mechanism
(1)
neural machine translation
(1)
information retrieval
(1)
image captioning
(1)
document-level translation
(1)
coreference resolution
(1)
model interpretability
(1)
low-rank approximation
(1)
label noise
(1)
low-rank matrix
(1)
low-rank matrices
(1)
conditional mutual information
(1)
skip-gram model
(1)
tree ensemble
(1)
influence function
(1)
Papers
Learning to select for a predefined ranking
ICML 2019
Sequence Modeling with Unconstrained Generation Order
NIPS 2019
Context-Aware Neural Machine Translation Learns Anaphora Resolution
ACL 2018
Finding Influential Training Samples for Gradient Boosted Decision Trees
ICML 2018
Riemannian Optimization for Skip-Gram Negative Sampling
ACL 2017
MetaโGradient Boosted Decision Tree Model for Weight and Target Learning
ICML 2016
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
NIPS 2016