Harish G. Ramaswamy
9 papers · 2012–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (12)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(21)
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Trend Setter
Conferences
NIPS (3)
JMLR (2)
ACML (1)
ALT (1)
COLT (1)
NAACL (1)
Top co-authors
Keywords
multiclass classification
(6)
surrogate loss
(4)
loss matrix
(2)
classification calibration
(2)
attention mechanism
(2)
convex surrogate
(2)
question answering
(1)
knowledge distillation
(1)
algorithmic fairness
(1)
confusion matrix
(1)
performance metric
(1)
low-rank matrix
(1)
low-rank matrices
(1)
gradient descent
(1)
multiclass learning
(1)
probability distribution
(1)
surrogate losses
(1)
multilabel classification
(1)
convex optimization
(1)
statistical consistency
(1)
Papers
Consistent Multiclass Algorithms for Complex Metrics and Constraints
JMLR 2024
On the Interpretability of Attention Networks
ACML 2022
Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets
ALT 2022
On Knowledge distillation from complex networks for response prediction
NAACL 2019
On Controllable Sparse Alternatives to Softmax
NIPS 2018
Convex Calibration Dimension for Multiclass Loss Matrices
JMLR 2016
On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems
COLT 2014
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses
NIPS 2013
Classification Calibration Dimension for General Multiclass Losses
NIPS 2012