NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language ModelsAmit DhurandharTejaswini Pedapatiet al.2024ACL 2024
Parameter Efficient Finetuning for Reducing Activation Density in TransformersBharat RunwalTejaswini Pedapatiet al.2023NeurIPS 2023
An End-to-end Automated AI System for Reinforcement LearningLong VuTodd Mummertet al.2022INFORMS 2022
Contrastive Explanations for Comparing Preferences of Reinforcement LearningJasmina GajcinRahul Nairet al.2022AAAI 2022
CoFrNets: Interpretable Neural Architecture Inspired by Continued FractionsIsha PuriAmit Dhurandharet al.2021NeurIPS 2021
NeuNetS: An Automated Synthesis Engine for Neural Network DesignAtin SoodBenjamin Elderet al.2019arXiv
Understanding Unequal Gender Classification Accuracy from Face ImagesVidya MuthukumarTejaswini Pedapatiet al.2018arXiv