Pranshu Malviya

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Competence Development

Memory Footprint

Constraint Satisfaction

Top Venues

Trans. Mach. Learn. Res.

Publications

Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Jerry Huang, Simon Lacoste-Julien, Razvan Pascanu, Sarath Chandar
Promoting Exploration in Memory-Augmented Adam using Critical Momenta. Trans. Mach. Learn. Res. 2024 (2024)
Pranshu Malviya, Jerry Huang, Quentin Fournier, Sarath Chandar
Predicting the Impact of Model Expansion through the Minima Manifold: A Loss Landscape Perspective. CoRR (2024)
Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Jerry Huang, Simon Lacoste-Julien, Razvan Pascanu, Sarath Chandar
Promoting Exploration in Memory-Augmented Adam using Critical Momenta. CoRR (2023)
Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar
Lookbehind Optimizer: k steps back, 1 step forward. CoRR (2023)
Shagun Sodhani, Mojtaba Faramarzi, Sanket Vaibhav Mehta, Pranshu Malviya, Mohamed Abdelsalam, Janarthanan Rajendran, Sarath Chandar
An Introduction to Lifelong Supervised Learning. CoRR (2022)
Pranshu Malviya, Balaraman Ravindran, Sarath Chandar
TAG: Task-based Accumulated Gradients for Lifelong learning. CoLLAs (2022)
Pranshu Malviya, Arjun Vaithilingam Sudhakar
Feature diversity in self-supervised learning. CoRR (2022)
Yash Pratyush Sinha, Pranshu Malviya, Rupaj Kumar Nayak
Fast constraint satisfaction problem and learning-based algorithm for solving Minesweeper. CoRR (2021)
Pranshu Malviya, Balaraman Ravindran, Sarath Chandar
TAG: Task-based Accumulated Gradients for Lifelong learning. CoRR (2021)
Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal. CoRR (2021)
Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal. ACML (2021)
Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran
A Causal Linear Model to Quantify Edge Unfairness for Unfair Edge Prioritization and Discrimination Removal. CoRR (2020)
Yash Pratyush Sinha, Pranshu Malviya, Minerva Panda, Syed Mohd Ali
Contextual Care Protocol using Neural Networks and Decision Trees. CoRR (2018)