Naman Agarwal

Management Development Institute — India

Computer Science · Physical Sciences

16h-index1.3kcitations119works0.62yr avg
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Research Topics

Stochastic Gradient Optimization Techniques(25), Advanced Bandit Algorithms Research(17), Sparse and Compressive Sensing Techniques(15), Machine Learning and Algorithms(12), Privacy-Preserving Technologies in Data(7)

Publications119 total

Artificial intelligence in healthcare IT: Enhancing work productivity through techno-eustress
International Journal of Information Management·2025
Unveiling tourist transition patterns to sustainable homestays in India: a push-pull-mooring model analysis and implications for social responsibility
Social Responsibility Journal·2025
Exploring the Dimensions of Millet Awareness among Generational Cohorts
2025Open Access
The Percept-V Challenge: Can Multimodal LLMs Crack Simple Perception Problems?
ArXiv.org·2025Open Access
AI in Healthcare IT: Boosting Worker Productivity Through Techno-Eustress
Academy of Management Proceedings·2025
How far away are truly hyperparameter-free learning algorithms?
arXiv (Cornell University)·2025Open Access
Multivariate Time Series Data Mining for Failure Prediction & Root Cause Analysis
2025
Training neural networks faster with minimal tuning using pre-computed lists of hyperparameters for NAdamW
arXiv (Cornell University)·2025Open Access
HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues
Communications in computer and information science·2024
Analysis of long-lived effects in high-repetition-rate stroboscopic transient X-ray absorption experiments on thin films
Universitätsbibliographie, Universität Duisburg-Essen·2024Open Access
Green Solutions for a blue planet: harnessing bioremediation for sustainable development and circular economies
Elsevier eBooks·2024· 8 cited
List of contributors
Elsevier eBooks·2024Open Access
Provable Length Generalization in Sequence Prediction via Spectral Filtering
arXiv (Cornell University)·2024Open Access
FutureFill: Fast Generation from Convolutional Sequence Models
arXiv (Cornell University)·2024Open Access
Driver Drowsiness Detection System Using Image Recognition
2024· 1 cited
Ultrafast surface melting of orbital order in La0.5Sr1.5MnO4
arXiv (Cornell University)·2024Open Access
Stacking as Accelerated Gradient Descent
arXiv (Cornell University)·2024Open Access
GenGradAttack: Efficient and Robust Targeted Adversarial Attacks Using Genetic Algorithms and Gradient-Based Fine-Tuning
2024· 2 citedOpen Access
OCT-based method for the combined measurement of structural vibration and fluid pressure
AIP conference proceedings·2024· 1 citedOpen Access
A nonlinear mechano-electro-acoustic model of the human cochlea
AIP conference proceedings·2024Open Access
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Frequent Co-authors

Elad Hazan(20), Brian Bullins(11), Cyril Zhang(8), Karan Singh(5), Tengyu Ma(4), Alexandra Kolla(4), Daniel Suo(4), Zeyuan Allen-Zhu(3), Sham M. Kakade(3), Karan Singh(3), Robert Carley(3), Natalia Gerasimova(3), Rafael Gort(3), Laurent Mercadier(3), Giuseppe Mercurio(3), Andreas Scherz(3), Alexander Yaroslavtsev(3), Paula Gradu(3), Udaya Ghai(3), Rohan Anil(3)