Kartik Sreenivasan

According to our database, Kartik Sreenivasan authored at least 12 papers between 2016 and 2024.

Collaborative distances:

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

2024

Mini-Batch Optimization of Contrastive Loss.

Jaewoong Cho, Kartik Sreenivasan, Keon Lee, Kyunghoo Mun, Soheun Yi, Jeong-Gwan Lee, Anna Lee, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee

Trans. Mach. Learn. Res., 2024

Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models.

Zachary Ankner, Cody Blakeney, Kartik Sreenivasan, Max Marion, Matthew L. Leavitt, Mansheej Paul

CoRR, 2024

Teaching Arithmetic to Small Transformers.

Nayoung Lee, Kartik Sreenivasan, Jason D. Lee, Kangwook Lee, Dimitris Papailiopoulos

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Dissecting Chain-of-Thought: A Study on Compositional In-Context Learning of MLPs.

Yingcong Li, Kartik Sreenivasan, Angeliki Giannou, Dimitris S. Papailiopoulos, Samet Oymak

CoRR, 2023

Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning.

Yingcong Li, Kartik Sreenivasan, Angeliki Giannou, Dimitris Papailiopoulos, Samet Oymak

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Rare Gems: Finding Lottery Tickets at Initialization.

Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris S. Papailiopoulos

CoRR, 2022

Rare Gems: Finding Lottery Tickets at Initialization.

Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Eric P. Xing, Kangwook Lee, Dimitris S. Papailiopoulos

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Finding Nearly Everything within Random Binary Networks.

Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Finding Everything within Random Binary Networks.

Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos

CoRR, 2021

An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks.

Shashank Rajput, Kartik Sreenivasan, Dimitris S. Papailiopoulos, Amin Karbasi

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Attack of the Tails: Yes, You Really Can Backdoor Federated Learning.

Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris S. Papailiopoulos

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2016

Smart filters for social retrieval.

Balaji Vasan Srinivasan, Tanya Goyal, Nikhil Mohan Nainani, Kartik Sreenivasan

Proceedings of the 3rd IKDD Conference on Data Science, 2016