Pranshu Malviya

According to our database, Pranshu Malviya authored at least 12 papers between 2018 and 2024.

Collaborative distances:

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

2024

Promoting Exploration in Memory-Augmented Adam using Critical Momenta.

Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Jerry Huang, Simon Lacoste-Julien, Razvan Pascanu, Sarath Chandar

Trans. Mach. Learn. Res., 2024

Torque-Aware Momentum.

Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Gintare Karolina Dziugaite, Razvan Pascanu, Sarath Chandar

CoRR, 2024

Predicting the Impact of Model Expansion through the Minima Manifold: A Loss Landscape Perspective.

Pranshu Malviya, Jerry Huang, Quentin Fournier, Sarath Chandar

CoRR, 2024

Lookbehind-SAM: k steps back, 1 step forward.

Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Lookbehind Optimizer: k steps back, 1 step forward.

Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar

CoRR, 2023

2022

Feature diversity in self-supervised learning.

Pranshu Malviya, Arjun Vaithilingam Sudhakar

CoRR, 2022

An Introduction to Lifelong Supervised Learning.

Shagun Sodhani, Mojtaba Faramarzi, Sanket Vaibhav Mehta, Pranshu Malviya, Mohamed A. Abdelsalam, Janarthanan Rajendran, Sarath Chandar

CoRR, 2022

TAG: Task-based Accumulated Gradients for Lifelong learning.

Pranshu Malviya, Balaraman Ravindran, Sarath Chandar

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Fast constraint satisfaction problem and learning-based algorithm for solving Minesweeper.

Yash Pratyush Sinha, Pranshu Malviya, Rupaj Kumar Nayak

CoRR, 2021

A Causal Approach for Unfair Edge Prioritization and Discrimination Removal.

Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran

Proceedings of the Asian Conference on Machine Learning, 2021

2020

A Causal Linear Model to Quantify Edge Unfairness for Unfair Edge Prioritization and Discrimination Removal.

Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran

CoRR, 2020

2018

Contextual Care Protocol using Neural Networks and Decision Trees.

Yash Pratyush Sinha, Pranshu Malviya, Minerva Panda, Syed Mohd Ali

CoRR, 2018