Sergey Plis
5 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (9) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Trend Setter
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Conference Pioneer
Conferences
NIPS (2)
CLEAR (1)
ICLR (1)
PGM (1)
Top co-authors
Keywords
causal structure
(3)
time series
(2)
causal discovery
(2)
offline reinforcement learning
(1)
graph learning
(1)
constraint optimization
(1)
network pruning
(1)
multitask learning
(1)
causal structure learning
(1)
continuous control
(1)
dynamic graph
(1)
neural pathway
(1)
equivalence class
(1)
subsampled datum
(1)
deliberate undersampling
(1)
causal inference
(1)
measurement timescale
(1)
lottery ticket hypothesis
(1)
reinforcement learning
(1)
Papers
Efficient Reinforcement Learning by Discovering Neural Pathways
NIPS 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
NIPS 2015