Rohan Ghosh
6 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Academic Marathon
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Cross-Pollinator
(15)
Conferences
AAAI (2)
AISTATS (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
information theory
(1)
transformer architecture
(1)
image classification
(1)
information bottleneck
(1)
uncertainty quantification
(1)
kolmogorov complexity
(1)
neural network regularization
(1)
deep neural network
(1)
generalization gap
(1)
positional encoding
(1)
tabular datum
(1)
bayesian neural network
(1)
local intrinsic dimension
(1)
entropy measure
(1)
network training
(1)
graph neural network
(1)
neural network
(1)
sliced mutual information
(1)
Papers
Tab-PET: Graph-Based Positional Encodings for Tabular Transformers
AAAI 2026
Ordered $\mathcalV$-information Growth: A Fresh Perspective on Shared Information
AISTATS 2025
Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study
ICML 2025
Local Intrinsic Dimensional Entropy
AAAI 2023
Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks
AISTATS 2023
Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization
NIPS 2021