Rohan Ghosh
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
information theory
(1)
transformer architecture
(1)
image classification
(1)
calibration
(1)
information bottleneck
(1)
uncertainty quantification
(1)
mutual information
(1)
kolmogorov complexity
(1)
pointwise mutual information
(1)
neural network regularization
(1)
deep neural network
(1)
generalization gap
(1)
positional encoding
(1)
tabular data
(1)
bayesian neural network
(1)
local intrinsic dimension
(1)
prediction confidence
(1)
estimation bia
(1)
failure prediction
(1)
entropy measure
(1)
Papers
Tab-PET: Graph-Based Positional Encodings for Tabular Transformers
AAAI 2026
Ordered V-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
NeurIPS 2021