Ivan Rubachev
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
🔥
Unstoppable
(5)
Conferences
ICLR (3)
NIPS (2)
ICML (1)
Top co-authors
Keywords
tabular datum
(3)
gradient boosted decision tree
(2)
deep learning
(1)
piecewise linear
(1)
generative model
(1)
diffusion model
(1)
tabular deep learning
(1)
denoising diffusion probabilistic model
(1)
numerical feature
(1)
heterogeneous feature
(1)
periodic activation
(1)
numerical feature embedding
(1)
piecewise linear encoding
(1)
feature extraction
(1)
periodic activation function
(1)
feature embedding
(1)
Papers
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
ICLR 2025
TabR: Tabular Deep Learning Meets Nearest Neighbors
ICLR 2024
TabDDPM: Modelling Tabular Data with Diffusion Models
ICML 2023
On Embeddings for Numerical Features in Tabular Deep Learning
NIPS 2022
Label-Efficient Semantic Segmentation with Diffusion Models
ICLR 2022
Revisiting Deep Learning Models for Tabular Data
NIPS 2021