Svitlana Vyetrenko
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
UAI (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
time series analysis
(1)
benchmark evaluation
(1)
imitation learning
(1)
epistemic uncertainty
(1)
knowledge transfer
(1)
expectation maximization
(1)
time series generation
(1)
constrained optimization
(1)
diffusion model
(1)
aleatoric uncertainty
(1)
counterfactual generation
(1)
shapley additive explanation
(1)
large language model
(1)
policy clustering
(1)
anonymous state-action pair
(1)
multi-agent system
(1)
comprehensive taxonomy
(1)
feature understanding
(1)
deep gaussian mixture ensemble
(1)
Papers
LSCD: Lomb–Scargle Conditioned Diffusion for Time series Imputation
ICML 2025
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
ICML 2025
Mixup Regularization: A Probabilistic Perspective
UAI 2025
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
EMNLP 2024
On the Constrained Time-Series Generation Problem
NIPS 2023
Deep Gaussian mixture ensembles
UAI 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
ICML 2023