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2020 – today
- 2024
[j1]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)- [c3]Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar:
Lookbehind-SAM: k steps back, 1 step forward. ICML 2024 - [i10]Pranshu Malviya, Jerry Huang
, Quentin Fournier, Sarath Chandar:
Predicting the Impact of Model Expansion through the Minima Manifold: A Loss Landscape Perspective. CoRR abs/2405.15895 (2024) - 2023
- [i9]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 abs/2307.09638 (2023) - [i8]Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar:
Lookbehind Optimizer: k steps back, 1 step forward. CoRR abs/2307.16704 (2023) - 2022
- [c2]Pranshu Malviya, Balaraman Ravindran, Sarath Chandar:
TAG: Task-based Accumulated Gradients for Lifelong learning. CoLLAs 2022: 366-389 - [i7]Shagun Sodhani, Mojtaba Faramarzi, Sanket Vaibhav Mehta, Pranshu Malviya, Mohamed A. Abdelsalam, Janarthanan Rajendran, Sarath Chandar:
An Introduction to Lifelong Supervised Learning. CoRR abs/2207.04354 (2022) - [i6]Pranshu Malviya, Arjun Vaithilingam Sudhakar:
Feature diversity in self-supervised learning. CoRR abs/2209.01275 (2022) - 2021
- [c1]Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran:
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal. ACML 2021: 518-533 - [i5]Yash Pratyush Sinha, Pranshu Malviya, Rupaj Kumar Nayak:
Fast constraint satisfaction problem and learning-based algorithm for solving Minesweeper. CoRR abs/2105.04120 (2021) - [i4]Pranshu Malviya, Balaraman Ravindran, Sarath Chandar:
TAG: Task-based Accumulated Gradients for Lifelong learning. CoRR abs/2105.05155 (2021) - [i3]Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran:
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal. CoRR abs/2111.14348 (2021) - 2020
- [i2]Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran:
A Causal Linear Model to Quantify Edge Unfairness for Unfair Edge Prioritization and Discrimination Removal. CoRR abs/2007.05516 (2020)
2010 – 2019
- 2018
- [i1]Yash Pratyush Sinha, Pranshu Malviya, Minerva Panda, Syed Mohd Ali:
Contextual Care Protocol using Neural Networks and Decision Trees. CoRR abs/1811.06437 (2018)
Coauthor Index
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