Pavlo Mozharovskyi
9 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (3)
ICLR (2)
NIPS (2)
ACL (1)
ACML (1)
Top co-authors
Keywords
anomaly detection
(3)
statistical depth
(2)
text representation
(1)
interpretable machine learning
(1)
nonnegative matrix factorization
(1)
time series
(1)
functional data analysis
(1)
robust estimation
(1)
audio classification
(1)
convex hull
(1)
functional datum
(1)
out-of-distribution detection
(1)
generative adversarial network
(1)
interpretable model
(1)
feature visualization
(1)
post-hoc explanation
(1)
non-negative matrix factorization
(1)
quantile function
(1)
consensus ranking
(1)
isolation forest
(1)
Papers
Enhancing Two Steps Textual Anomaly Detection through Anisotropy Mitigation
ACL 2026
Tailoring Mixup to Data for Calibration
ICLR 2025
Restyling Unsupervised Concept Based Interpretable Networks with Generative Models
ICLR 2025
Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications
AISTATS 2022
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF
NIPS 2022
When OT meets MoM: Robust estimation of Wasserstein Distance
AISTATS 2021
A Framework to Learn with Interpretation
NIPS 2021
The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure
AISTATS 2020
Functional Isolation Forest
ACML 2019