Naresh Manwani
8 papers · 2010–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (5)
🌉
Interdisciplinary Bridge
🚀
Conference Pioneer
Conferences
ACML (5)
AAAI (2)
UAI (1)
Top co-authors
Keywords
reject option classifier
(3)
online learning
(2)
double ramp loss
(2)
noisy label learning
(1)
robust classification
(1)
deep learning
(1)
multiclass classification
(1)
risk minimization
(1)
label noise
(1)
linear programming
(1)
reject option
(1)
alternating optimization
(1)
bandit feedback
(1)
unconstrained optimization
(1)
active learning
(1)
passive-aggressive algorithm
(1)
mistake bound
(1)
pairwise comparison
(1)
loss function
(1)
sparse classification
(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
Robust Deep Ordinal Regression under Label Noise
ACML 2020
Online Active Learning of Reject Option Classifiers
AAAI 2020
Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks
ACML 2020
Sparse Reject Option Classifier Using Successive Linear Programming
AAAI 2019
Learning Polyhedral Classifiers Using Logistic Function
ACML 2010