Svitlana Vyetrenko
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Data Science & Analytics
(4)
Deep Learning
(4)
Methods
(3)
Models
(3)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
diffusion model
(2)
benchmark evaluation
(1)
imitation learning
(1)
epistemic uncertainty
(1)
knowledge transfer
(1)
expectation maximization
(1)
time series generation
(1)
constrained optimization
(1)
exponential family
(1)
autoregressive model
(1)
generative ai
(1)
time series imputation
(1)
aleatoric uncertainty
(1)
generalization performance
(1)
conditional density estimation
(1)
counterfactual generation
(1)
limit order book
(1)
shapley additive explanation
(1)
power spectrum
(1)
large language model
(1)
Papers
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
ICML 2025
LSCD: Lomb–Scargle Conditioned Diffusion for Time series Imputation
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
Deep Gaussian mixture ensembles
UAI 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
ICML 2023
On the Constrained Time-Series Generation Problem
NeurIPS 2023