Sergey Plis
5 papers · 2015–2024 · 4 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Silver ๐บ๏ธ Taxonomy Completionist (15) ๐ Conference Polyglot ยท Bronze
๐
Conference Pioneer
๐
Renaissance Researcher
(5)
๐
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Knowledge & Reasoning
(3)
Machine Learning
(3)
Learning Types
(3)
Reasoning
(3)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core Methods
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
causal structure
(3)
time series
(3)
causal discovery
(2)
multi-task learning
(1)
offline reinforcement learning
(1)
graph learning
(1)
constraint optimization
(1)
network pruning
(1)
causal structure learning
(1)
continuous control
(1)
subsampled data
(1)
dynamic graph
(1)
neural pathway
(1)
causal graph
(1)
equivalence class
(1)
causal learning
(1)
constraint programming
(1)
deliberate undersampling
(1)
measurement timescale
(1)
timescale mismatch
(1)
Papers
Efficient Reinforcement Learning by Discovering Neural Pathways
NeurIPS 2024
Causal Learning through Deliberate Undersampling
CLeaR 2023
GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints
ICLR 2023
Causal Discovery from Subsampled Time Series Data by Constraint Optimization
PGM 2016
Rate-Agnostic (Causal) Structure Learning
NeurIPS 2015