Vasilii Feofanov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Partially Labeled Data

Unsupervised Learning

Labeled Instances

Top Venues

Publications

Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias. AISTATS (2024)
Renchunzi Xie, Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko, Jianfeng Zhang, Bo An
Characterising Gradients for Unsupervised Accuracy Estimation under Distribution Shift. CoRR (2024)
Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko
Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention. CoRR (2024)
Romain Ilbert, Malik Tiomoko, Cosme Louart, Ambroise Odonnat, Vasilii Feofanov, Themis Palpanas, Ievgen Redko
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting. CoRR (2024)
Renchunzi Xie, Ambroise Odonnat, Vasilii Feofanov, Weijian Deng, Jianfeng Zhang, Bo An
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts. CoRR (2024)
Vasilii Feofanov, Malik Tiomoko, Aladin Virmaux
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption. CoRR (2023)
Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias. CoRR (2023)
Vasilii Feofanov, Malik Tiomoko, Aladin Virmaux
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption. ICML (2023)
Massih-Reza Amini, Vasilii Feofanov, Loïc Pauletto, Emilie Devijver, Yury Maximov
Self-Training: A Survey. CoRR (2022)
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Wrapper feature selection with partially labeled data. Appl. Intell. 52 (11) (2022)
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Multi-class Probabilistic Bounds for Self-learning. CoRR (2021)
Vasilii Feofanov, Massih-Reza Amini, Emilie Devijver
Semi-supervised Wrapper Feature Selection with Imperfect Labels. CoRR (2019)
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Transductive Bounds for the Multi-Class Majority Vote Classifier. AAAI (2019)