Naresh Manwani
8 papers · 2010–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
reject option classifier
(3)
online learning
(2)
mistake bound
(2)
double ramp loss
(2)
noisy label learning
(1)
robust classification
(1)
deep learning
(1)
risk minimization
(1)
label noise
(1)
multi-class classification
(1)
linear programming
(1)
reject option
(1)
alternating optimization
(1)
bandit feedback
(1)
surrogate loss
(1)
unconstrained optimization
(1)
dc programming
(1)
passive-aggressive algorithm
(1)
adversarial attack
(1)
pairwise comparison
(1)
Papers
Towards Calibrated Losses for Adversarial Robust Reject Option Classification
ACML 2024
RoLNiP: Robust Learning Using Noisy Pairwise
Comparisons
ACML 2022
RISAN: Robust instance specific deep abstention network
UAI 2021
Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks
ACML 2020
Online Active Learning of Reject Option Classifiers
AAAI 2020
Robust Deep Ordinal Regression under Label Noise
ACML 2020
Sparse Reject Option Classifier Using Successive Linear Programming
AAAI 2019
Learning Polyhedral Classifiers Using Logistic Function
ACML 2010