Siddharth JainComputational Biology - Genome Evolution, Cancer and VirusesSiddharth Jain, X. Xiao, P. Bogdan, Jehoshua Bruck Generator based approach to analyse mutations in genomic datasets Nature Scientific Reports [Link] Siddharth Jain, B. Mazaheri, N. Raviv, Jehoshua Bruck Glioblastoma Signature in the DNA of blood-derived cells PLOS ONE [Link] Siddharth Jain, X. Xiao, P. Bogdan, Jehoshua Bruck Predicting the Emergence of SARS-CoV-2 Clades bioRxiv [Link] Siddharth Jain, B. Mazaheri, N. Raviv, Jehoshua Bruck Short Tandem Repeats Information in TCGA is Statistically Biased by Amplification bioRxiv [Link] Siddharth Jain, N. Raviv, Jehoshua Bruck Attaining the 2nd Chargaff Rule by Tandem Duplications[Link] IEEE ISIT 2018 Siddharth Jain, B. Mazaheri, N. Raviv, Jehoshua Bruck Mutation Profile and related labeled Genomic Components, Methods and Systems December 2019, US Patent App. 16/447, 162 Data Science and Machine LearningBijan Mazaheri , Siddharth Jain, Jehoshua Bruck Expert graphs: Synthesizing New Expertise via Collaboration [arXiv Link] IEEE ISIT 2021 Bijan Mazaheri , Siddharth Jain, Jehoshua Bruck Robust Correction of Sampling Bias Using Cumulative Distribution Functions NeurIPS 2020 Netanel Raviv , Siddharth Jain, Jehoshua Bruck What is the value of data?On mathematical methods for data quality estimation [arXiv Link] IEEE ISIT 2020 Netanel Raviv , Siddharth Jain, Pulakesh Upadhyaya, Jehoshua Bruck, Anxiao Jiang CodNN - Robust Neural Networks from Coded Classification [arXiv Link] IEEE ISIT 2020 Netanel Raviv, Jehoshua Bruck, Siddharth Jain, Anxiao Jiang, Pulakesh Upadhyaya Secure and Private Neural Computation Using Error Correcting Codes US Patent App. 17/084,627 DNA Storage, Strings & CombinatoricsSiddharth Jain, F. Farnoud, M. Schwartz , Jehoshua Bruck
Coding for Optimized Writing Rate in DNA Storage [Link] Siddharth Jain, F. Farnoud,
Jehoshua Bruck
Capacity and Expressiveness of Genomic Tandem Duplication [pdf] Noga Alon, Jehoshua Bruck, F. Farnoud, Siddharth Jain
Duplication Distance to the Root for Binary Sequences[pdf] Noga Alon, Jehoshua Bruck, F. Farnoud, Siddharth Jain On the Duplication Distance of Binary Strings[pdf] Siddharth Jain, F. Farnoud, M. Schwartz, Jehoshua Bruck Noise and Uncertainty in String-Duplication Systems[pdf] Siddharth Jain, F. Farnoud, M. Schwartz, Jehoshua Bruck Duplication-Correcting Codes for Data Storage in the DNA of a Living Organism[pdf] Match Lengths, Zero Entropy and Large Deviations Siddharth Jain, R. K. Bansal On Match Lengths, Zero Entropy and Large Deviations - with Application to Sliding Window Lempel-Ziv Algorithm[Link][pdf] Siddharth Jain, R. K. Bansal Siddharth Jain, R. K. Bansal Fractional Calculus based approaches in Control Paul Bogdan, Siddharth Jain, Kartikeya Goyal, Radu Marculescu
Implantable Pacemakers Control and Optimization via Fractional Calculus Approach: A Cyber Physical Systems (CPS) Perspective[Link] [pdf] Paul Bogdan, Siddharth Jain, Radu Marculescu Pacemaker Control of Heart Rate Variability: A CPS Perspective[Link][pdf] ACM Transactions on Embedded and Computing Systems (TECS), vol. 12, no. 1s, Article 50, March 2013. Paul Bogdan, Radu Marculescu, Siddharth Jain
Dynamic Power Management for Multi-domain Processor Systems-on-Chip Platforms: An Optimal Control Approach[Link][pdf] Paul Bogdan, Radu Marculescu, Siddharth Jain and Rafael Tornero Gavila,
An Optimal Control Approach to Power Management for Multi-Voltage and Frequency Islands Multi Processor platforms under highly variable workloads[Best Paper Award][Link] [pdf] |