Nilesh Kumar

15 papers A* 2Misc 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Efficient Federated Learning Architecture for Edge Recommendation under Multi-Skew Data in 6G Networks.
ANTS
Nilesh Kumar, Jagdeep Singh, Gurjinder Kaur
2025 — conf
Language Model Probabilities are Not Calibrated in Numeric Contexts.
ACL (1)
Charles Lovering, Michael Krumdick, Viet Dac Lai, Varshini Reddy, Seth Ebner, Nilesh Kumar, Rik Koncel-Kedziorski, Chris Tanner
2024 J jnl
Are Language Model Logits Calibrated?
CoRR
Charles Lovering, Michael Krumdick, Viet Dac Lai, Nilesh Kumar, Varshini Reddy, Rik Koncel-Kedziorski, Chris Tanner
2024 A* conf
DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks.
ICLR
Maryam Toloubidokhti, Yubo Ye, Ryan Missel, Xiajun Jiang, Nilesh Kumar, Ruby Shrestha, Linwei Wang
2024 J jnl
Viral Targets in the Human Interactome with Comprehensive Centrality Analysis: SARS-CoV-2, a Case Study.
Data
Nilesh Kumar, M. Shahid Mukhtar
2023 A* conf
Continual Unsupervised Disentangling of Self-Organizing Representations.
ICLR
Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang
2023 — conf
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations.
CLIP/FAIMI/EPIMI@MICCAI
Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang
2023 J jnl
Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations.
CoRR
Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang
2023 — conf
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation.
MICCAI (2)
Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang
2023 J jnl
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation.
CoRR
Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang
2023 J jnl
Ranking Plant Network Nodes Based on Their Centrality Measures.
Entropy
Nilesh Kumar, M. Shahid Mukhtar
2022 — conf
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators.
MICCAI (8)
Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
2022 J jnl
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators.
CoRR
Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
2018 — conf
Link Prediction Method Using Topological Features and Ensemble Model.
IC3
Shruti Pachaury, Nilesh Kumar, Ayush Khanduri, Himanshu Mittal
2006 Misc conf
A Hybrid Routing Scheme for Mobile Ad Hoc Networks with Mobile Backbones.
HiPC
Ashish Pandey, Md. Nasir Ahmed, Nilesh Kumar, P. Gupta