Abhisek Kundu
Abhisek Kundu
Research Scientist, Intel Parallel Computing Labs, India
Verified email at intel.com
TitleCited byYear
Ternary neural networks with fine-grained quantization
N Mellempudi, A Kundu, D Mudigere, D Das, B Kaul, P Dubey
arXiv preprint arXiv:1705.01462, 2017
362017
Mixed low-precision deep learning inference using dynamic fixed point
N Mellempudi, A Kundu, D Das, D Mudigere, B Kaul
arXiv preprint arXiv:1701.08978, 2017
132017
Multi-dimensional discovery of biomarker and phenotype complexes
PRO Payne, K Huang, A Kundu, J Zhang, TB Borlawsky
BMC bioinformatics 11 (9), S3, 2010
102010
Ternary residual networks
A Kundu, K Banerjee, N Mellempudi, D Mudigere, D Das, B Kaul, ...
arXiv preprint arXiv:1707.04679, 2017
82017
A note on randomized element-wise matrix sparsification
A Kundu, P Drineas
arXiv preprint arXiv:1404.0320, 2014
72014
Relaxed leverage sampling for low-rank matrix completion
A Kundu
Information Processing Letters 124, 6-9, 2017
32017
A randomized rounding algorithm for sparse PCA
K Fountoulakis, A Kundu, EM Kontopoulou, P Drineas
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 38, 2017
32017
Approximating sparse PCA from incomplete data
A Kundu, P Drineas, M Magdon-Ismail
Advances in Neural Information Processing Systems, 388-396, 2015
32015
A Study of BFLOAT16 for Deep Learning Training
D Kalamkar, D Mudigere, N Mellempudi, D Das, K Banerjee, S Avancha, ...
arXiv preprint arXiv:1905.12322, 2019
22019
Synthesis of individual handwriting in bangla script
BB Chaudhuri, A Kundu
Proceedings of the ICFHR, 2008
22008
Recovering PCA and sparse PCA via hybrid-(l 1, l 2) sparse sampling of data elements
A Kundu, P Drineas, M Magdon-Ismail
The Journal of Machine Learning Research 18 (1), 2558-2591, 2017
12017
Recovering PCA from Hybrid- Sparse Sampling of Data Elements
A Kundu, P Drineas, M Magdon-Ismail
arXiv preprint arXiv:1503.00547, 2015
12015
A randomized rounding algorithm for sparse PCA
P Drineas, K Fountoulakis, A Kundu
Computing Research Repository (CoRR), abs/1508.03337, 2015
12015
Identifying influential entries in a matrix
A Kundu, S Nambirajan, P Drineas
arXiv preprint arXiv:1310.3556, 2013
12013
Clinical Attribute Network for Chronic Lymphocytic Leukemia
A Kundu, HG Ozer, T Borlawsky, KC Circle, K Huang, P Payne
2009 IEEE International Conference on Bioinformatics and Biomedicine, 279-282, 2009
12009
Instructions for fused multiply-add operations with variable precision input operands
D Das, NK Mellepudi, M Dutta, A Kumar, D Mudigere, A Kundu
US Patent App. 15/940,774, 2019
2019
Incremental precision networks using residual inference and fine-grain quantization
A Kundu, N Mellempudi, D Mudigere, D Das
US Patent App. 15/869,515, 2018
2018
Element-wise matrix sparsification and reconstruction
A Kundu
Rensselaer Polytechnic Institute, 2015
2015
A Randomized Rounding Algorithm for Sparse PCA
EM Kontopoulou, K Fountoulakis, A Kundu, P Drineas
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Articles 1–19