Harsh Nilesh Pathak

According to our database, Harsh Nilesh Pathak authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity.

Quincy Hershey, Randy C. Paffenroth, Harsh Nilesh Pathak, Simon Tavener

CoRR, 2024

2023

Sequentia12D: Organizing Center of Skip Connections for Transformers.

Harsh Nilesh Pathak, Randy C. Paffenroth, Quincy Hershey

Proceedings of the International Conference on Machine Learning and Applications, 2023

Exploring Neural Network Structure through Sparse Recurrent Neural Networks: A Recasting and Distillation of Neural Network Hyperparameters.

Quincy Hershey, Randy C. Paffenroth, Harsh Nilesh Pathak

Proceedings of the International Conference on Machine Learning and Applications, 2023

Conditioned Cycles in Sparse Data Domains: Applications to Electromagnetics.

Maria Barger, Randy C. Paffenroth, Harsh Nilesh Pathak

Proceedings of the International Conference on Machine Learning and Applications, 2023

2020

Deep Neural Query Understanding System at Expedia Group.

Ramji Chandrasekaran, Harsh Nilesh Pathak, Tae Yano

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Parameter Continuation Methods for the Optimization of Deep Neural Networks.

Harsh Nilesh Pathak, Randy C. Paffenroth

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Efficient Super Resolution for Large-Scale Images Using Attentional GAN.

Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018