Manwani, Naresh

11 publications

TMLR 2025 Node Classification with Reject Option Uday Bhaskar Kuchipudi, Jayadratha Gayen, Charu Sharma, Naresh Manwani

CVPRW 2025 Pseudo-Labelling Meets Label Smoothing for Noisy Partial Label Learning Darshana Saravanan, Naresh Manwani, Vineet Gandhi

ACML 2024 Towards Calibrated Losses for Adversarial Robust Reject Option Classification Vrund Shah, Tejas Kiran Chaudhari, Naresh Manwani

ACML 2022 RoLNiP: Robust Learning Using Noisy Pairwise Comparisons Samartha S. Maheshwara, Naresh Manwani

UAI 2021 RISAN: Robust Instance Specific Deep Abstention Network Bhavya Kalra, Kulin Shah, Naresh Manwani

ECML-PKDD 2021 The Curious Case of Convex Neural Networks Sarath Sivaprasad, Ankur Singh, Naresh Manwani, Vineet Gandhi

ACML 2020 Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks Maanik Arora, Naresh Manwani

AAAI 2020 Online Active Learning of Reject Option Classifiers Kulin Shah, Naresh Manwani

ACML 2020 Robust Deep Ordinal Regression Under Label Noise Bhanu Garg, Naresh Manwani

AAAI 2019 Sparse Reject Option Classifier Using Successive Linear Programming Kulin Shah, Naresh Manwani

ACML 2010 Learning Polyhedral Classifiers Using Logistic Function Naresh Manwani, P. S. Sastry