K. S. Sesh Kumar

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 10

Top Venues

CoRR

Mach. Learn.

J. Comput. Sci.

J. Mach. Learn. Res.

INRIA, Paris-Rocquencourt, France (PHD)

Education History

INRIA, Paris-Rocquencourt, France

PHD

Publications

Caterina Buizza, César Quilodrán Casas, Philip Nadler, Julian Mack, Stefano Marrone, Zainab Titus, Clémence Le Cornec, Evelyn Heylen, Tolga Hasan Dur, Luis G. Baca Ruíz, Claire E. Heaney, Julio Amador Díaz López, K. S. Sesh Kumar, Rossella Arcucci
Data Learning: Integrating Data Assimilation and Machine Learning. J. Comput. Sci. 58 (2022)
Michelangelo Conserva, Marc Peter Deisenroth, K. S. Sesh Kumar
The Graph Cut Kernel for Ranked Data. Trans. Mach. Learn. Res. 2022 (2022)
Samuel Cohen, K. S. Sesh Kumar, Marc Peter Deisenroth
Sliced Multi-Marginal Optimal Transport. CoRR (2021)
Michelangelo Conserva, Marc Peter Deisenroth, K. S. Sesh Kumar
Submodular Kernels for Efficient Rankings. CoRR (2021)
Riccardo Moriconi, Marc Peter Deisenroth, K. S. Sesh Kumar
High-dimensional Bayesian optimization using low-dimensional feature spaces. Mach. Learn. 109 (9-10) (2020)
Riccardo Moriconi, K. S. Sesh Kumar, Marc Peter Deisenroth
High-dimensional Bayesian optimization with projections using quantile Gaussian processes. Optim. Lett. 14 (1) (2020)
Riccardo Moriconi, K. S. Sesh Kumar, Marc Peter Deisenroth
High-Dimensional Bayesian Optimization with Manifold Gaussian Processes. CoRR (2019)
K. S. Sesh Kumar, Marc Peter Deisenroth
Differentially Private Empirical Risk Minimization with Sparsity-Inducing Norms. CoRR (2019)
K. S. Sesh Kumar, Francis R. Bach
Active-set Methods for Submodular Minimization Problems. J. Mach. Learn. Res. 18 (2017)
K. S. Sesh Kumar, Álvaro Barbero Jiménez, Stefanie Jegelka, Suvrit Sra, Francis R. Bach
Convex Optimization for Parallel Energy Minimization. CoRR (2015)
K. S. Sesh Kumar, Francis R. Bach
Maximizing submodular functions using probabilistic graphical models. CoRR (2013)
K. S. Sesh Kumar, Francis R. Bach
Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs. ICML (1) (2013)
K. S. Sesh Kumar, Francis R. Bach
Convex Relaxations for Learning Bounded Treewidth Decomposable Graphs CoRR (2012)
K. S. Sesh Kumar, S. Kumar, C. V. Jawahar
On Segmentation of Documents in Complex Scripts. ICDAR (2007)
Sachin Rawat, K. S. Sesh Kumar, Million Meshesha, Indraneel Deb Sikdar, A. Balasubramanian, C. V. Jawahar
A Semi-automatic Adaptive OCR for Digital Libraries. Document Analysis Systems (2006)
K. S. Sesh Kumar, Anoop M. Namboodiri, C. V. Jawahar
Learning Segmentation of Documents with Complex Scripts. ICVGIP (2006)
K. S. Sesh Kumar, Anoop M. Namboodiri, C. V. Jawahar
Learning to Segment Document Images. PReMI (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

K. S. Sesh Kumar