Saumya Goyal

According to our database, Saumya Goyal authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Generalization Guarantees on Data-Driven Tuning of Gradient Descent with Langevin Updates.

Saumya Goyal, Rohith Rongali, Ritabrata Ray, Barnabás Póczos

CoRR, April, 2026

2025

Distribution-dependent Generalization Bounds for Tuning Linear Regression Across Tasks.

Maria-Florina Balcan, Saumya Goyal, Dravyansh Sharma

CoRR, July, 2025

A Novel Machine Learning Architecture for Traffic Grooming and Resource Optimization in 5G Optical Fronthaul.

Aiman Mailybayeva, Saurabh Jain, Jaspreet Sidhu, Nitish Vashisht, Narmadha Thangarasu, Saumya Goyal

Internet Technol. Lett., 2025

2024

De-Modulation Techniques for Non-Coherent UWB Radio Systems.

G. Ravivarman, Amritpal Sidhu, K. K. Senthilkumar, Saumya Goyal, P. S. Raghavendra Rao, Suvarna R. Bhagwat

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

Techniques for Optimal Frequency Allocation in Autonomous Communications Systems.

J. Jaisudha, Saumya Goyal, Lakshmi Sevukamoorthy, Vijaya N. Aher, A. Amudha, Divya Sharma

Proceedings of the 15th International Conference on Computing Communication and Networking Technologies, 2024

2023

Is Pre-training Truly Better Than Meta-Learning?

Brando Miranda, Patrick Yu, Saumya Goyal, Yu-Xiong Wang, Sanmi Koyejo

CoRR, 2023

2022

Oblivious-Transfer Complexity of Noisy Coin-Toss via Secure Zero Communication Reductions.

Saumya Goyal, Varun Narayanan, Manoj Prabhakaran

Proceedings of the Theory of Cryptography - 20th International Conference, 2022

Enhanced Algorithmic Job Matching based on a Comprehensive Candidate Profile using NLP and Machine Learning.

Vishnu S. Pendyala, Nishtha Atrey, Tina Aggarwal, Saumya Goyal

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021

Cost Optimization of Water Distribution Networks: Model Refinement Is Better Than Problem-Specific Solving Techniques.

Saumya Goyal, Om P. Damani, Ashutosh Mahajan

CoRR, 2021