Prateek Varshney

According to our database, Prateek Varshney authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD.

Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun Sai Suggala, Prateek Varshney

CoRR, 2024

Convex Distillation: Efficient Compression of Deep Networks via Convex Optimization.

Prateek Varshney, Mert Pilanci

CoRR, 2024

Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components.

Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition.

Soumyabrata Pal, Prateek Varshney, Prateek Jain, Abhradeep Guha Thakurta, Gagan Madan, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava

CoRR, 2022

(Nearly) Optimal Private Linear Regression via Adaptive Clipping.

Prateek Varshney, Abhradeep Thakurta, Prateek Jain

CoRR, 2022

(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping.

Prateek Varshney, Abhradeep Thakurta, Prateek Jain

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2020

CS-NET at SemEval-2020 Task 4: Siamese BERT for ComVE.

Soumya Ranjan Dash, Sandeep Routray, Prateek Varshney, Ashutosh Modi

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020