Jatin Prakash

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Transductive Support Vector Machine

Adaboost Classifier

Variance Reduction

False Positives

Top Venues

J. Comput. Inf. Sci. Eng.

Eng. Appl. Artif. Intell.

Publications

Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction. ICLR (2024)
Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder. J. Comput. Inf. Sci. Eng. 24 (7) (2024)
Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers. J. Comput. Inf. Sci. Eng. 23 (4) (2023)
Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma
Renee: End-To-End Training of Extreme Classification Models. MLSys (2023)
Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Performance evaluation of LSTM and Bi-LSTM using non-convolutional features for blockage detection in centrifugal pump. Eng. Appl. Artif. Intell. 122 (2023)
Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models. J. Comput. Inf. Sci. Eng. 23 (5) (2023)
Ramya Hebbalaguppe, Jatin Prakash, Neelabh Madan, Chetan Arora
A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration. CVPR (2022)
Ramya Hebbalaguppe, Soumya Suvra Ghosal, Jatin Prakash, Harshad Khadilkar, Chetan Arora
A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection Using Compounded Corruptions. ECML/PKDD (3) (2022)
Ramya Hebbalaguppe, Jatin Prakash, Neelabh Madan, Chetan Arora
A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration. CoRR (2022)
Ramya S. Hebbalaguppe, Soumya Suvra Goshal, Jatin Prakash, Harshad Khadilkar, Chetan Arora
A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions. CoRR (2022)
Jatin Prakash, Pavan Kumar Kankar, Ankur Miglani
Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions. J. Comput. Inf. Sci. Eng. 21 (6) (2021)