Scholar
Andrei V. Konstantinov
Google Scholar ID: KyAhh6QAAAAJ
Peter the Great St.Petersburg Polytechnic University (SPbPU)
Hard Constraints in NN
Machine Learning
Computer Vision
XAI
Survival Analysis
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
696
H-index
13
i10-index
14
Publications
20
Co-authors
0
Publications
6 items
Surv-IPTB: An Attention-Based Model for Estimating Individual Probability of Treatment Benefit with Survival Data
2026
Cited
0
Attention-Based Estimation of the Individual Treatment Benefit Probability under Dose Variation
2026
Cited
0
SDPM: Survival Diffusion Probabilistic Model for Continuous-Time Survival Analysis
2026
Cited
0
Towards a Relationship-Aware Transformer for Tabular Data
2025
Cited
0
A novel gradient-based method for decision trees optimizing arbitrary differential loss functions
2025
Cited
0
Survival Concept-Based Learning Models
2025
Cited
0
