Accelerated CNN Training through Gradient Approximation. - Sree Harsha Nelaturu; Ziheng Wang; Saman P. Amarasinghe (EMC2@HPCA/CVPR/ISCA, 2019)

Accelerated CNN Training Through Gradient Approximation. - Ziheng Wang; Sree Harsha Nelaturu (CoRR, 2019)

End-to-End Learnable Masks With Differentiable Indexing. - Dibyanshu Shekhar; Sree Harsha Nelaturu; Ashwath Shetty; Ilia Sucholutsky (Tiny Papers @ ICLR, 2023)

On The Fairness Impacts of Hardware Selection in Machine Learning. - Sree Harsha Nelaturu; Nishaanth Kanna Ravichandran; Cuong Tran 007; Sara Hooker; Ferdinando Fioretto (ICML, 2024)

Cyclic Sparse Training: Is it Enough? - Advait Gadhikar; Sree Harsha Nelaturu; Rebekka Burkholz (CoRR, 2024)

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge. - Angelika Romanou; Negar Foroutan; Anna Sotnikova; Zeming Chen 001; Sree Harsha Nelaturu; Shivalika Singh; Rishabh Maheshwary; Micol Altomare; Mohamed A. Haggag; Imanol Schlag; Marzieh Fadaee; Sara Hooker; et al. (ICLR, 2025)