Gleb Gusev
11 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (9) π Renaissance Researcher (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (29)
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Cross-Pollinator
(15)
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Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(29)
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Topic Evolution
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Keyword Collector
(58)
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Century Club
(11)
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Trend Setter
Conferences
NIPS (5)
ACL (2)
ICML (2)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
learning to rank
(2)
non-convex optimization
(1)
label noise
(1)
feature selection
(1)
hyperparameter optimization
(1)
gradient-based optimization
(1)
embedding learning
(1)
model distillation
(1)
named entity recognition
(1)
information retrieval
(1)
graph structure
(1)
computational efficiency
(1)
low-rank approximation
(1)
time series
(1)
matrix factorization
(1)
gradient boosting
(1)
stochastic optimization
(1)
variance reduction
(1)
low-rank matrix
(1)
riemannian optimization
(1)
Papers
PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences
IJCAI 2025
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
NIPS 2024
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
ACL 2022
Towards Computationally Feasible Deep Active Learning
NAACL 2022
Minimal Variance Sampling in Stochastic Gradient Boosting
NIPS 2019
Learning to select for a predefined ranking
ICML 2019
CatBoost: unbiased boosting with categorical features
NIPS 2018
Riemannian Optimization for Skip-Gram Negative Sampling
ACL 2017
MetaβGradient Boosted Decision Tree Model for Weight and Target Learning
ICML 2016
Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods
NIPS 2016
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
NIPS 2016