Svitlana Vyetrenko

7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 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

Manuela Veloso (3) Yousef El-Laham (3) Elizabeth Fons (3) Tucker Balch (2) Niccolò Dalmasso (2) Andrea Coletta (2) Peer Nagy (1) Sriram Gopalakrishnan (1) Alejandro Sztrajman (1) Vamsi K. Potluru (1)

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