Pradeep Bajracharya

According to our database, Pradeep Bajracharya authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

On the Interdependence between Data Selection and Architecture Optimization in Deep Active Learning.

Pradeep Bajracharya, Rui Li, Linwei Wang

Trans. Mach. Learn. Res., 2024

Feasibility Study on Active Learning of Smart Surrogates for Scientific Simulations.

Pradeep Bajracharya, Javier Quetzalcóatl Toledo-Marín, Geoffrey C. Fox, Shantenu Jha, Linwei Wang

CoRR, 2024

2023

Parameter Estimation for Personalized Cardiac Models via Active Learning.

Pradeep Bajracharya, Anton J. Prassl, Karli Gillette, Gernot Plank, Linwei Wang

Proceedings of the Computing in Cardiology, 2023

2021

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning.

Md Shakil Zaman, Jwala Dhamala, Pradeep Bajracharya, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang

CoRR, 2021

2020

Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models.

Jwala Dhamala, Pradeep Bajracharya, Hermenegild Arevalo, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang

Medical Image Anal., 2020

Semi-supervised Medical Image Classification with Global Latent Mixing.

Prashnna Kumar Gyawali, Sandesh Ghimire, Pradeep Bajracharya, Zhiyuan Li, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020