Karthik Mohan

According to our database, Karthik Mohan authored at least 15 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

KANs for Computer Vision: An Experimental Study.

Karthik Mohan, Hanxiao Wang, Xiatian Zhu

CoRR, 2024

A Deep-Learning Based Real-Time License Plate Recognition System for Resource-Constrained Scenarios.

Karthik Mohan, Suraj Kumar Pandey

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2020

Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data.

Ankit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2018

Symmetric 2-D-Memory Access to Multidimensional Data.

Sumitha George, Xueqing Li, Minli Julie Liao, Kaisheng Ma, Srivatsa Rangachar Srinivasa, Karthik Mohan, Ahmedullah Aziz, John Sampson, Sumeet Kumar Gupta, Vijaykrishnan Narayanan

IEEE Trans. Very Large Scale Integr. Syst., 2018

2017

Improving FPGA Design with Monolithic 3D Integration Using High Dense Inter-Stack Via.

Srivatsa Rangachar Srinivasa, Karthik Mohan, Wei-Hao Chen, Kuo-Hsinag Hsu, Xueqing Li, Meng-Fan Chang, Sumeet Kumar Gupta, John Sampson, Vijaykrishnan Narayanan

Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017

2016

Design-synthesis co-optimisation using skewed and tapered gates.

Ayan Datta, James D. Warnock, Ankur Shukla, Saurabh Gupta, Yiu H. Chan, Karthik Mohan, Charudhattan Nagarajan

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2014

Learning graphical models with hubs.

Kean Ming Tan, Palma London, Karthik Mohan, Su-In Lee, Maryam Fazel, Daniela M. Witten

J. Mach. Learn. Res., 2014

Node-based learning of multiple Gaussian graphical models.

Karthik Mohan, Palma London, Maryam Fazel, Daniela M. Witten, Su-In Lee

J. Mach. Learn. Res., 2014

2013

ADMM Algorithm for Graphical Lasso with an ℓ_∞ Element-wise Norm Constraint.

Karthik Mohan

CoRR, 2013

2012

Iterative reweighted algorithms for matrix rank minimization.

Karthik Mohan, Maryam Fazel

J. Mach. Learn. Res., 2012

Structured Learning of Gaussian Graphical Models.

Karthik Mohan, Michael Jae-Yoon Chung, Seungyeop Han, Daniela M. Witten, Su-In Lee, Maryam Fazel

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

A simplified approach to recovery conditions for low rank matrices.

Samet Oymak, Karthik Mohan, Maryam Fazel, Babak Hassibi

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

New Restricted Isometry results for noisy low-rank recovery.

Karthik Mohan, Maryam Fazel

Proceedings of the IEEE International Symposium on Information Theory, 2010

Reweighted nuclear norm minimization with application to system identification.

Karthik Mohan, Maryam Fazel

Proceedings of the American Control Conference, 2010

Iterative reweighted least squares for matrix rank minimization.

Karthik Mohan, Maryam Fazel

Proceedings of the 48th Annual Allerton Conference on Communication, 2010