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Pramod Kaushik Mudrakarta
Pramod Kaushik Mudrakarta
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Title
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Cited by
Year
Did the model understand the question?
PK Mudrakarta, A Taly, M Sundararajan, K Dhamdhere
Association for Computational Linguistics 1, pp. 1896-1906, 2018
2242018
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning
PK Mudrakarta, M Sandler, A Zhmoginov, A Howard
International Conference on Learning Representations, 2019
782019
Tight continuous relaxation of the balanced k-cut problem
SS Rangapuram, PK Mudrakarta, M Hein
Advances in Neural Information Processing Systems 27, 2014
272014
Multiresolution matrix compression
N Teneva, PK Mudrakarta, R Kondor
Artificial Intelligence and Statistics, 1441-1449, 2016
222016
Oqtans: the RNA-seq workbench in the cloud for complete and reproducible quantitative transcriptome analysis
VT Sreedharan, SJ Schultheiss, G Jean, A Kahles, R Bohnert, P Drewe, ...
Bioinformatics 30 (9), 1300-1301, 2014
192014
Parallel MMF: a multiresolution approach to matrix computation
R Kondor, N Teneva, PK Mudrakarta
arXiv preprint arXiv:1507.04396, 2015
152015
It was the training data pruning too!
PK Mudrakarta, A Taly, M Sundararajan, K Dhamdhere
arXiv preprint arXiv:1803.04579, 2018
92018
Oqtans: a Galaxy-integrated workflow for quantitative transcriptome analysis from NGS Data
SJ Schultheiss, G Jean, J Behr, R Bohnert, P Drewe, N Görnitz, A Kahles, ...
BMC Bioinformatics 12, 1-2, 2011
62011
A generic multiresolution preconditioner for sparse symmetric systems
PK Mudrakarta, R Kondor
arXiv preprint arXiv:1707.02054, 2017
52017
mTim: rapid and accurate transcript reconstruction from RNA-Seq data
G Zeller, N Goernitz, A Kahles, J Behr, P Mudrakarta, S Sonnenburg, ...
arXiv preprint arXiv:1309.5211, 2013
52013
Parameter-efficient multi-task and transfer learning
M Sandler, A Zhmoginov, AG Howard, PK Mudrakarta
US Patent 11,676,008, 2023
32023
Asymmetric Multiresolution Matrix Factorization
PK Mudrakarta, S Trivedi, R Kondor
arXiv preprint arXiv:1910.05132, 2019
12019
Parameter-Efficient Multi-Task and Transfer Learning
M Sandler, AG Howard, A Zhmoginov, PK Mudrakarta
US Patent App. 18/310,638, 2023
2023
Challenges in Modern Machine Learning: Multiresolution Structure, Model Understanding and Transfer Learning
PK Mudrakarta
The University of Chicago, 2019
2019
THE UNIVERSITY OF CHICAGO
PK MUDRAKARTA
2018
Oqtans: a multifunctional workbench for RNA-seq data analysis
VT Sreedharan, SJ Schultheiss, G Jean, A Kahles, R Bohnert, P Drewe, ...
BMC Bioinformatics 15 (3), 1-2, 2014
2014
Easier Workflows & Tool Comparison with Oqtans+
SJ Schultheiss, G Jean, VT Sreedharan, A Kahles, R Bohnert, P Drewe, ...
2012
pMMF: a C++ library for parallel multiresolution matrix factorization
R Kondor, N Teneva, PK Mudrakarta
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