Jain, Siddharth

Combined from CaltechAUTHORS

• Mazaheri, Bijan and Jain, Siddharth, et el. (2022) Expert Graphs: Synthesizing New Expertise via Collaboration; 10.48550/arXiv.2107.07054
• Jain, Siddharth and Xiao, Xiongye, et el. (2021) Generator based approach to analyze mutations in genomic datasets; Scientific Reports; Vol. 11; Art. No. 21084; PMCID PMC8548350; 10.1038/s41598-021-00609-8
• Jain, Siddharth and Mazaheri, Bijan, et el. (2021) Glioblastoma signature in the DNA of blood-derived cells; PLoS ONE; Vol. 16; No. 9; Art. No. e0256831; PMCID PMC8425531; 10.1371/journal.pone.0256831
• Mazaheri, Bijan and Jain, Siddharth, et el. (2021) Synthesizing New Expertise via Collaboration; ISBN 978-1-5386-8209-8; 2021 IEEE International Symposium on Information Theory (ISIT); 2447-2452; 10.1109/isit45174.2021.9517822
• Mazaheri, Bijan and Jain, Siddharth, et el. (2021) Robust Correction of Sampling Bias Using Cumulative Distribution Functions
• Mazaheri, Bijan and Jain, Siddharth, et el. (2021) Synthesizing New Expertise via Collaboration
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2020) Coding for Optimized Writing Rate in DNA Storage; ISBN 978-1-7281-6432-8; 2020 IEEE International Symposium on Information Theory (ISIT); 711-716; 10.1109/ISIT44484.2020.9174253
• Raviv, Netanel and Jain, Siddharth, et el. (2020) What is the Value of Data? on Mathematical Methods for Data Quality Estimation; ISBN 9781728164328; 2020 IEEE International Symposium on Information Theory (ISIT); 2825-2830; 10.1109/isit44484.2020.9174311
• Raviv, Netanel and Jain, Siddharth, et el. (2020) CodNN – Robust Neural Networks From Coded Classification; ISBN 978-1-7281-6432-8; 2020 IEEE International Symposium on Information Theory (ISIT); 2688-2693; 10.1109/ISIT44484.2020.9174480
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2020) Coding for Optimized Writing Rate in DNA Storage
• Raviv, Netanel and Jain, Siddharth, et el. (2020) CodNN - Robust Neural Networks From Coded Classification
• Jain, Siddharth and Mazaheri, Bijan, et el. (2020) Cancer Classification from Blood-Derived DNA; 10.1101/517839
• Huang, Kunping and Raviv, Netanel, et el. (2020) Improve Robustness of Deep Neural Networks by Coding; ISBN 9781728141909; 2020 Information Theory and Applications Workshop (ITA); 1-7; 10.1109/ita50056.2020.9244998
• Jain, Siddharth and Mazaheri, Bijan, et el. (2019) Cancer Classification from Healthy DNA using Machine Learning; 10.1101/517839
• Jain, Siddharth and Mazaheri, Bijan, et el. (2019) Short Tandem Repeats Information in TCGA is Statistically Biased by Amplification; 10.1101/518878
• Jain, Siddharth and Raviv, Netanel, et el. (2018) Attaining the 2nd Chargaff Rule by Tandem Duplications; ISBN 978-1-5386-4780-6; 2018 IEEE International Symposium on Information Theory (ISIT); 2241-2245; 10.1109/ISIT.2018.8437526
• Jain, Siddharth and Raviv, Netanel, et el. (2018) Attaining the 2nd Chargaff Rule by Tandem Duplications
• Alon, Noga and Bruck, Jehoshua, et el. (2017) Duplication Distance to the Root for Binary Sequences; IEEE Transactions on Information Theory; Vol. 63; No. 12; 7793-7803; 10.1109/TIT.2017.2730864
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2017) Capacity and Expressiveness of Genomic Tandem Duplication; IEEE Transactions on Information Theory; Vol. 63; No. 10; 6129-6138; 10.1109/TIT.2017.2728079
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2017) Duplication-Correcting Codes for Data Storage in the DNA of Living Organisms; IEEE Transactions on Information Theory; Vol. 63; No. 8; 4996-5010; 10.1109/TIT.2017.2688361
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2017) Noise and uncertainty in string-duplication systems; ISBN 978-1-5090-4096-4; 2017 IEEE International Symposium on Information Theory (ISIT); 3120-3124; 10.1109/ISIT.2017.8007104
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2017) Noise and Uncertainty in String-Duplication Systems
• Alon, Noga and Bruck, Jehoshua, et el. (2016) Duplication Distance to the Root for Binary Sequences
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2016) Duplication-Correcting Codes for Data Storage in the DNA of Living Organisms; ISBN 978-1-5090-1806-2; 2016 IEEE International Symposium on Information Theory (ISIT); 10.1109/ISIT.2016.7541455
• Alon, Noga and Bruck, Jehoshua, et el. (2016) On the duplication distance of binary strings; ISBN 978-1-5090-1807-9; 2016 IEEE International Symposium on Information Theory (ISIT); 260-264; 10.1109/ISIT.2016.7541301
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2016) Duplication-Correcting Codes for Data Storage in the DNA of Living Organisms; 10.1109/ISIT.2016.7541455
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2015) Capacity and Expressiveness of Genomic Tandem Duplication; 10.48550/arXiv.1509.06029
• Jain, Siddharth and Bansal, Rakesh K. (2015) On Match Lengths, Zero Entropy, and Large Deviations—With Application to Sliding Window Lempel–Ziv Algorithm; IEEE Transactions on Information Theory; Vol. 61; No. 1; 120-132; 10.1109/TIT.2014.2368986
• Jain, Siddharth and Farnoud (Hassanzadeh), Farzad, et el. (2015) Capacity and expressiveness of genomic tandem duplication; 10.1109/ISIT.2015.7282795