Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions. - Jatin Prakash; Pavan Kumar Kankar; Ankur Miglani (J. Comput. Inf. Sci. Eng., 2021)

A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration. - Ramya Hebbalaguppe; Jatin Prakash; Neelabh Madan; Chetan Arora 001 (CVPR, 2022)

A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection Using Compounded Corruptions. - Ramya Hebbalaguppe; Soumya Suvra Ghosal; Jatin Prakash; Harshad Khadilkar; Chetan Arora 001 (ECML/PKDD (3), 2022)

A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions. - Ramya S. Hebbalaguppe; Soumya Suvra Goshal; Jatin Prakash; Harshad Khadilkar; Chetan Arora 001 (CoRR, 2022)

Renee: End-To-End Training of Extreme Classification Models. - Vidit Jain; Jatin Prakash; Deepak Saini; Jian Jiao 007; Ramachandran Ramjee; Manik Varma (MLSys, 2023)

Performance evaluation of LSTM and Bi-LSTM using non-convolutional features for blockage detection in centrifugal pump. - Nagendra Singh Ranawat; Jatin Prakash; Ankur Miglani; Pavan Kumar Kankar (Eng. Appl. Artif. Intell., 2023)

Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers. - Jatin Prakash; Ankur Miglani; Pavan Kumar Kankar (J. Comput. Inf. Sci. Eng., 2023)

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models. - Nagendra Singh Ranawat; Jatin Prakash; Ankur Miglani; Pavan Kumar Kankar (J. Comput. Inf. Sci. Eng., 2023)

Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction. - Anirudh Buvanesh; Rahul Chand; Jatin Prakash; Bhawna Paliwal; Mudit Dhawan; Neelabh Madan; Deepesh Hada; Vidit Jain; Sonu Mehta; Yashoteja Prabhu; Manish Gupta; Ramachandran Ramjee; et al. (ICLR, 2024)

Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder. - Jatin Prakash; Ankur Miglani; Pavan Kumar Kankar (J. Comput. Inf. Sci. Eng., 2024)

On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification. - Jatin Prakash; Anirudh Buvanesh; Bishal Santra; Deepak Saini; Sachin Yadav 002; Jian Jiao 007; Yashoteja Prabhu; Amit Sharma 007; Manik Varma (KDD (1), 2025)