Etash Kumar Guha
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
conformal prediction
(2)
catastrophic forgetting
(1)
online learning
(1)
feature selection
(1)
margin maximization
(1)
solution path
(1)
sparse linear model
(1)
convergence rate
(1)
confidence set
(1)
prediction interval
(1)
feed-forward network
(1)
pareto frontier
(1)
accelerated gradient descent
(1)
diminishing return
(1)
linear threshold function
(1)
compute budget
(1)
path following
(1)
token budget
(1)
inference-time technique
(1)
min-max problem
(1)
Papers
An Architecture Search Framework for Inference-Time Techniques
ICML 2025
Conformal Prediction via Regression-as-Classification
ICLR 2024
On the Diminishing Returns of Width for Continual Learning
ICML 2024
Conformalization of Sparse Generalized Linear Models
ICML 2023
On Accelerated Perceptrons and Beyond
ICLR 2023