Sowmya Chandrasekaran

According to our database, Sowmya Chandrasekaran authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

A Novel Ranking Scheme for the Performance Analysis of Stochastic Optimization Algorithms using the Principles of Severity.

Sowmya Chandrasekaran, Thomas Bartz-Beielstein

CoRR, 2024

2023

A Robust Statistical Framework for the Analysis of the Performances of Stochastic Optimization Algorithms Using the Principles of Severity.

Sowmya Chandrasekaran, Thomas Bartz-Beielstein

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Case Study IV: Tuned Reinforcement Learning (in Python).

Martin Zaefferer, Sowmya Chandrasekaran

Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023

Ranking and Result Aggregation.

Thomas Bartz-Beielstein, Olaf Mersmann, Sowmya Chandrasekaran

Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023

Case Study I: Tuning Random Forest (Ranger).

Thomas Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach, Martin Zaefferer

Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023

Case Study III: Tuning of Deep Neural Networks.

Thomas Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach

Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023

Case Study II: Tuning of Gradient Boosting (xgboost).

Thomas Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach

Proceedings of the Hyperparameter Tuning for Machine and Deep Learning with R, 2023

2022

NLP Based Anomaly Detection for Categorical Time Series.

Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

2020

Technical Report: Flushing Strategies in Drinking Water Systems.

Margarita Rebolledo, Sowmya Chandrasekaran, Thomas Bartz-Beielstein

CoRR, 2020

EventDetectR - An Open-Source Event Detection System.

Sowmya Chandrasekaran, Margarita Rebolledo, Thomas Bartz-Beielstein

CoRR, 2020

Sensor Placement for Contamination Detection in Water Distribution Systems.

Margarita Alejandra Rebolledo Coy, Sowmya Chandrasekaran, Thomas Bartz-Beielstein

CoRR, 2020

Benchmarking in Optimization: Best Practice and Open Issues.

Thomas Bartz-Beielstein, Carola Doerr, Jakob Bossek, Sowmya Chandrasekaran, Tome Eftimov, Andreas Fischbach, Pascal Kerschke, Manuel López-Ibáñez, Katherine M. Malan, Jason H. Moore, Boris Naujoks, Patryk Orzechowski, Vanessa Volz, Markus Wagner, Thomas Weise

CoRR, 2020