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Soma Dhavala
Soma Dhavala
Founder, ML Square
Verified email at mlsquare.org - Homepage
Title
Cited by
Cited by
Year
The negative binomial-Lindley generalized linear model: Characteristics and application using crash data
SR Geedipally, D Lord, SS Dhavala
Accident Analysis & Prevention 45, 258-265, 2012
1832012
The Salmonella enterica Serotype Typhi Vi Capsular Antigen Is Expressed after the Bacterium Enters the Ileal Mucosa
QT Tran, G Gomez, S Khare, SD Lawhon, M Raffatellu, AJ Bäumler, ...
Infection and immunity 78 (1), 527-535, 2010
802010
Characterizing the performance of the conway‐maxwell poisson generalized linear model
RA Francis, SR Geedipally, SD Guikema, SS Dhavala, D Lord, S LaRocca
Risk Analysis: An International Journal 32 (1), 167-183, 2012
682012
A semiparametric negative binomial generalized linear model for modeling over-dispersed count data with a heavy tail: Characteristics and applications to crash data
M Shirazi, D Lord, SS Dhavala, SR Geedipally
Accident Analysis & Prevention 91, 10-18, 2016
662016
A caution about using deviance information criterion while modeling traffic crashes
SR Geedipally, D Lord, SS Dhavala
Safety science 62, 495-498, 2014
472014
Method and system for image compression and decompression using span of interest of an imaging sequence
S Mukhopadhyay, S Dhavala, L Eswara
US Patent App. 10/064,620, 2004
412004
Acceleration of SimSET photon history generation
RL Harrison, S Dhavala, PN Kumar, Y Shao, R Manjersshwar, ...
2002 IEEE Nuclear Science Symposium Conference Record 3, 1835-1838, 2002
302002
AdaSwarm: Augmenting gradient-based optimizers in deep learning with swarm intelligence
R Mohapatra, S Saha, CAC Coello, A Bhattacharya, SS Dhavala, S Saha
IEEE Transactions on Emerging Topics in Computational Intelligence 6 (2 …, 2021
292021
A methodology to design heuristics for model selection based on the characteristics of data: Application to investigate when the Negative Binomial Lindley (NB-L) is preferred …
M Shirazi, SS Dhavala, D Lord, SR Geedipally
Accident Analysis & Prevention 107, 186-194, 2017
282017
Bayesian Modeling of MPSS Data: Gene Expression Analysis of Bovine Salmonella Infection
SS Dhavala, S Datta, BK Mallick, RJ Carroll, S Khare, SD Lawhon, ...
Journal of the American Statistical Association 105 (491), 956-967, 2010
172010
Bayesian object classification of gold nanoparticles
BA Konomi, SS Dhavala, JZ Huang, S Kundu, D Huitink, H Liang, Y Ding, ...
162013
A framework for democratizing ai
S Ahmed, RS Mula, SS Dhavala
arXiv preprint arXiv:2001.00818, 2020
122020
LALR: Theoretical and experimental validation of lipschitz adaptive learning rate in regression and neural networks
S Saha, T Prashanth, S Aralihalli, S Basarkod, TSB Sudarshan, ...
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
102020
Auto Generation of Diagnostic Assessments and Their Quality Evaluation.
S Dhavala, C Bhatia, J Bose, K Faldu, A Avasthi
International Educational Data Mining Society, 2020
102020
Emulation of numerical models with over-specified basis functions
A Chakraborty, D Bingham, SS Dhavala, CC Kuranz, RP Drake, ...
Technometrics 59 (2), 153-164, 2017
102017
Adaswarm: A novel pso optimization method for the mathematical equivalence of error gradients
R Mohapatra, S Saha, SS Dhavala
arXiv preprint arXiv:2006.09875, 2020
82020
Estimation and applications of quantiles in deep binary classification
A Tambwekar, A Maiya, S Dhavala, S Saha
IEEE Transactions on Artificial Intelligence 3 (2), 275-286, 2021
62021
A new approach for momentum particle swarm optimization
R Mohapatra, RR Talesara, S Govil, S Saha, SS Dhavala, TSB Sudarshan
Advances in Machine Learning and Computational Intelligence: Proceedings of …, 2020
62020
LipGene: Lipschitz continuity guided adaptive learning rates for fast convergence on microarray expression data sets
T Prashanth, S Saha, S Basarkod, S Aralihalli, SS Dhavala, S Saha, ...
IEEE/ACM transactions on computational biology and bioinformatics 19 (6 …, 2021
52021
A framework for predicting, interpreting, and improving learning outcomes
C Donda, S Dasgupta, SS Dhavala, K Faldu, A Avasthi
arXiv preprint arXiv:2010.02629, 2020
52020
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