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Akash Kumar

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
MCEL: Margin-Based Cross-Entropy Loss for Error-Tolerant Quantized Neural Networks.
[BibTeX]
[DOI]
Mikail Yayla
,
Akash Kumar
CoRR, March, 2026

A Gap Between Decision Trees and Neural Networks.
[BibTeX]
[DOI]
Akash Kumar
CoRR, January, 2026

Scheduling for TWDM-EPON-Based Fronthaul Without a Dedicated Registration Wavelength.
[BibTeX]
[DOI]
Akash Kumar
,
Sourav Dutta
,
Goutam Das
CoRR, January, 2026

UCRS: Uncertainty-Calibrated Region Sampling for Real-Time Small Object Detection in High-Resolution Images.
[BibTeX]
[DOI]
Akash Kumar
,
Yerram Deekshith Kumar
,
Kannuru Srinadh
,
Upendra Kumar Sahoo
Proceedings of the National Conference on Communications, 2026

Prevention of Bitcoin Loot in Bitcoin Lightning Network.
[BibTeX]
[DOI]
Sujit Sangram Sahoo
,
Akash Kumar
,
Pravas Ranjan Bal
,
Abinash Mishra
Proceedings of the 12th International Conference on Information Systems Security and Privacy, 2026

2025
Queueing Network Topology Inference Using Passive and Active Measurements.
[BibTeX]
[DOI]
Akash Kumar
,
Yudi Huang
,
Ting He
IEEE Trans. Netw., December, 2025

Application of machine learning to predict food processing level using Open Food Facts.
[BibTeX]
[DOI]
Nalin Arora
,
Aviral Chauhan
,
Siddhant Rana
,
Mahansh Aditya
,
Sumit Bhagat
,
Aditya Kumar
,
Akash Kumar
,
Akanksh Semar
,
Ayush Vikram Singh
,
Ganesh Bagler
CoRR, December, 2025

Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning.
[BibTeX]
[DOI]
Lydia Helene Rupp
,
Akash Kumar
,
Misha Sadeghi
,
Lena Schindler-Gmelch
,
Marie Keinert
,
Bjoern M. Eskofier
,
Matthias Berking
Frontiers Digit. Health, 2025

AB-STE: Adaptive Blended Gradient Estimation for Efficient Binarized Networks.
[BibTeX]
[DOI]
Siddharth Gupta
,
Akash Kumar
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

In-Memory Computing Architecture for Tsetlin Machine Inference using MTJ-based Crossbar.
[BibTeX]
[DOI]
Akash Kumar
,
Vineeth Botsa
,
Omar Ghazal
,
Srinivas Boppu
,
Rishad Shafik
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

The Complexity of Learning Sparse Superposed Features with Feedback.
[BibTeX]
[DOI]
Akash Kumar
Proceedings of the Forty-second International Conference on Machine Learning, 2025


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