Harish Guruprasad Ramaswamy
4 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π Conference Pioneer
π
Trend Setter
Venues
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Research topics
Keywords
representation learning
(1)
feature learning
(1)
statistical consistency
(1)
multi-label classification
(1)
visual explanation
(1)
confusion matrix
(1)
bayes optimal classifier
(1)
convolutional neural network
(1)
deep neural network
(1)
decision tree
(1)
demographic parity
(1)
plug-in classifier
(1)
convex surrogate
(1)
calibrated surrogate
(1)
class activation mapping
(1)
gradient-free localization
(1)
constrained classification
(1)
ablation analysis
(1)
regret transfer bound
(1)
Papers
Deep Networks Learn Features From Local Discontinuities in the Label Function
ICLR 2025
Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization
WACV 2020
Consistent Plug-in Classifiers for Complex Objectives and Constraints
NeurIPS 2020
Convex Calibrated Surrogates for the Multi-Label F-Measure
ICML 2020