Ivan Rubachev
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Keyword Champion (3) π₯ Unstoppable Β· Bronze
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Research topics
Keywords
tabular data
(4)
gradient boosted decision tree
(3)
tabular deep learning
(2)
deep learning
(2)
diffusion model
(2)
feature embedding
(1)
nearest neighbor
(1)
piecewise linear
(1)
distribution shift
(1)
generative model
(1)
reverse diffusion
(1)
denoising diffusion probabilistic model
(1)
label-efficient learning
(1)
numerical feature
(1)
heterogeneous feature
(1)
retrieval-augmented model
(1)
periodic activation
(1)
pixel-level representation
(1)
numerical feature embedding
(1)
piecewise linear encoding
(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
Label-Efficient Semantic Segmentation with Diffusion Models
ICLR 2022
On Embeddings for Numerical Features in Tabular Deep Learning
NeurIPS 2022
Revisiting Deep Learning Models for Tabular Data
NeurIPS 2021