Dharma Teja Vooturi

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Sparsity Inducing

Parallel Algorithm

Dominant Points

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
Ramanujan bipartite graph products for efficient block sparse neural networks. Concurr. Comput. Pract. Exp. 35 (14) (2023)
Abhisek Kundu, Naveen K. Mellempudi, Dharma Teja Vooturi, Bharat Kaul, Pradeep Dubey
AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks. CoRR (2023)
Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
Ramanujan Bipartite Graph Products for Efficient Block Sparse Neural Networks. CoRR (2020)
Dharma Teja Vooturi, Kishore Kothapalli
Efficient Sparse Neural Networks Using Regularized Multi Block Sparsity Pattern on a GPU. HiPC (2019)
Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli
Dynamic Block Sparse Reparameterization of Convolutional Neural Networks. ICCV Workshops (2019)
Dhiraj D. Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey
A Study of BFLOAT16 for Deep Learning Training. CoRR (2019)
Dharma Teja Vooturi, Dheevatsa Mudigere, Sasikanth Avancha
Hierarchical Block Sparse Neural Networks. CoRR (2018)
Dharma Teja Vooturi, Kishore Kothapalli, Upinder Singh Bhalla
Parallelizing Hines Matrix Solver in Neuron Simulations on GPU. HiPC (2017)
Dharma Teja Vooturi, Saurabh Goyal, Anamitra R. Choudhury, Yogish Sabharwal, Ashish Verma
Efficient Inferencing of Compressed Deep Neural Networks. CoRR (2017)
Dharma Teja Vooturi, Kishore Kothapalli
Parallel Algorithm for Quasi-Band Matrix-Matrix Multiplication. PPAM (1) (2015)