Vasilii Feofanov
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (5)
π
Academic Marathon
(6)
π
Cross-Pollinator
(7)
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
ICML (3)
NIPS (2)
AAAI (1)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
semi-supervised learning
(3)
random matrix theory
(2)
majority vote classifier
(2)
transductive bound
(2)
gibbs classifier
(1)
low density separation
(1)
time series forecasting
(1)
generalization error
(1)
multi-class classification
(1)
matrix norms
(1)
distribution shift
(1)
multi-task regression
(1)
multivariate time series
(1)
support vector machine
(1)
generalization bound
(1)
out-of-distribution detection
(1)
soft label
(1)
probabilistic bound
(1)
ensemble diversity
(1)
sample selection bia
(1)
Papers
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
ICML 2025
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
NIPS 2024
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias
AISTATS 2024
MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts
NIPS 2024
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
ICML 2024
Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data
JMLR 2024
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption
ICML 2023
Transductive Bounds for the Multi-Class Majority Vote Classifier
AAAI 2019