Mrinmay Sen

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Fisher Information

Loss Minimization

Stochastic Optimization

Top Venues

HPCC/DSS/SmartCity/DependSys

Publications

Mrinmay Sen, A. Kai Qin, Krishna Mohan C
FAGH: Accelerating Federated Learning with Approximated Global Hessian. CoRR (2024)
Gayathri C, Mrinmay Sen, A. Kai Qin, Raghu Kishore N, Yen-Wei Chen, Balasubramanian Raman
SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix. CoRR (2024)
Tanmay Sen, Ansuman Das, Mrinmay Sen
HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models. CoRR (2024)
Mrinmay Sen, C. Krishna Mohan
NOAH: Newton Method of Optimization with Approximated Hessian. HPCC/DSS/SmartCity/DependSys (2023)
C. Nagaraju, Mrinmay Sen, C. Krishna Mohan
Handling Data Heterogeneity in Federated Learning with Global Data Distribution. IMPROVE (2023)
Mrinmay Sen, C. Krishna Mohan, A. Kai Qin
Federated Optimization with Linear-Time Approximated Hessian Diagonal. PReMI (2023)
Mrinmay Sen, C. Krishna Mohan, A. Kai Qin
Nys-FL: A communication efficient Federated learning with Nyström approximated Global Newton direction. HPCC/DSS/SmartCity/DependSys (2023)
Mrinmay Sen, C. Gayatri
FReNG: Federated Optimization by Using Regularized Natural Gradient Descent. ICMLA (2023)
Mrinmay Sen, C. Krishna Mohan
FopLAHD: Federated Optimization Using Locally Approximated Hessian Diagonal. BDA (2023)
C. Nagaraju, Mrinmay Sen, C. Krishna Mohan
FONN: Federated Optimization with Nys-Newton. TENCON (2023)