Yury Gorishniy
5 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Trend Setter
Venues
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Research topics
Keywords
tabular data
(3)
tabular deep learning
(3)
gradient boosted decision tree
(3)
deep learning
(2)
nearest neighbor
(1)
piecewise linear
(1)
distribution shift
(1)
model ensembling
(1)
overfitting reduction
(1)
multi-layer perceptron
(1)
numerical feature
(1)
retrieval-augmented model
(1)
periodic activation
(1)
numerical feature embedding
(1)
piecewise linear encoding
(1)
periodic activation function
(1)
domain generalization
(1)
parameter-efficient ensembling
(1)
feature extraction
(1)
attention mechanism
(1)
Papers
TabM: Advancing tabular deep learning with parameter-efficient ensembling
ICLR 2025
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
ICLR 2025
TabR: Tabular Deep Learning Meets Nearest Neighbors
ICLR 2024
On Embeddings for Numerical Features in Tabular Deep Learning
NeurIPS 2022
Revisiting Deep Learning Models for Tabular Data
NeurIPS 2021