K. S. Sesh Kumar

According to our database1, K. S. Sesh Kumar authored at least 12 papers between 2005 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
High-dimensional Bayesian optimization with projections using quantile Gaussian processes.
Optim. Lett., 2020

2019
Differentially Private Empirical Risk Minimization with Sparsity-Inducing Norms.
CoRR, 2019

High-Dimensional Bayesian Optimization with Manifold Gaussian Processes.
CoRR, 2019

2017
Active-set Methods for Submodular Minimization Problems.
J. Mach. Learn. Res., 2017

2016
On the Links between Probabilistic Graphical Models and Submodular Optimisation. (Liens entre modèles graphiques probabilistes et optimisation sous-modulaire).
PhD thesis, 2016

2015
Convex Optimization for Parallel Energy Minimization.
CoRR, 2015

2013
Maximizing submodular functions using probabilistic graphical models.
CoRR, 2013

Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs.
Proceedings of the 30th International Conference on Machine Learning, 2013

2007
On Segmentation of Documents in Complex Scripts.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Learning Segmentation of Documents with Complex Scripts.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

A Semi-automatic Adaptive OCR for Digital Libraries.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2005
Learning to Segment Document Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005


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