Hyperparameter tuning for big data using Bayesian optimisation. - Tinu Theckel Joy; Santu Rana; Sunil Gupta 001; Svetha Venkatesh (ICPR, 2016)

Flexible Transfer Learning Framework for Bayesian Optimisation. - Tinu Theckel Joy; Santu Rana; Sunil Kumar Gupta 001; Svetha Venkatesh (PAKDD (1), 2016)

Improving the Flexibility of Dynamic Prosody Modification Using Instants of Significant Excitation. - D. Govind 001; Tinu Theckel Joy (Circuits Syst. Signal Process., 2016)

A flexible transfer learning framework for Bayesian optimization with convergence guarantee. - Tinu Theckel Joy; Santu Rana; Sunil Gupta 001; Svetha Venkatesh (Expert Syst. Appl., 2019)

Batch Bayesian optimization using multi-scale search. - Tinu Theckel Joy; Santu Rana; Sunil Gupta 001; Svetha Venkatesh (Knowl. Based Syst., 2020)

Fast hyperparameter tuning using Bayesian optimization with directional derivatives. - Tinu Theckel Joy; Santu Rana; Sunil Gupta 001; Svetha Venkatesh (Knowl. Based Syst., 2020)

Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images. - Tinu Theckel Joy; Suman Sedai; Rahil Garnavi (CoRR, 2021)