Pavel Serdyukov
7 papers · 2016–2019 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (20) 🌟 Keyword Trendsetter Combo (4)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Core Methods
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Applications
(2)
Mathematics
(2)
Models
(2)
Application Areas
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
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
NeurIPS 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
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
NeurIPS 2016
Meta–Gradient Boosted Decision Tree Model for Weight and Target Learning
ICML 2016